import matplotlib.pyplot as plt
import numpy as np
from scipy.stats import ttest_rel
from scipy.stats import pearsonr

import matplotlib.pyplot as plt

# def plot_pie_chart(percentage):
#     # 计算橘红色圆盘的面积
#     orange_area = percentage * 100

#     # 计算蓝色圆盘的面积
#     blue_area = 100 - orange_area

#     fig = plt.figure(figsize=(15, 8))

#     # 绘制饼状图
#     ax = fig.add_subplot(111)
#     ax.pie([blue_area, orange_area], colors=['blue', 'orange'], startangle=90, counterclock=False, wedgeprops={'edgecolor': 'white'})
#     ax.axis('equal')
#     ax.set_title(f'{percentage*100:.2f}%')

#     # 添加颜色标签
#     # labels = ['reward mode successful task(85%)', 'reward-free mode successful task(44.5%)']
#     # labels = ['reward mode successful task(56.6%)', 'reward-free mode successful task(31.9%)']
#     # labels = ['reward-free mode ~ reward model(56.6%)', 'reward-free mode ~ reward-free model(49.3%)']
#     labels = ['reward mode', 'reward-free mode']
#     ax.legend(labels, loc='upper right')

#     plt.show()

# # 调用函数绘制饼状图
# # percentage = 0.44495412844036697/0.851651376146789
# # percentage = 0.31885125184094254/0.5665500736377025
# percentage = 0.27209131075110454/0.5756627393225331
# plot_pie_chart(percentage)


# optimization_score1 = 0.31885125184094254
# optimization_score2 = 0.390740058910162

# # Create a bar chart with custom colors
# plt.bar(['task success-rate of reward model', 'task success-rate of reward-free-pt model'], [optimization_score1, optimization_score2], color=['blue', 'orange'])

# # Add labels and title
# plt.title('Comparison of success-rate')

# # Show the plot
# plt.show()

rf_evo_gru = [
[0.003590, 0.000920],
[0.004510, 0.005247],
[0.006627, 0.014543],
[0.006811, 0.024116],
[0.008468, 0.026602],
[0.010401, 0.029455],
[0.012150, 0.045287],
[0.014820, 0.052927],
[0.019054, 0.046760],
[0.016200, 0.039580],
[0.014083, 0.040133],
[0.014543, 0.036819],
[0.017213, 0.039856],
[0.015740, 0.040685],
[0.015740, 0.045471],
[0.015188, 0.049429],
[0.024485, 0.063789],
[0.024116, 0.058818],
[0.019054, 0.050994],
[0.021447, 0.047220],
[0.020527, 0.049337],
[0.024945, 0.056885],
[0.031848, 0.061764],
[0.031204, 0.069127],
[0.035530, 0.071613],
[0.034978, 0.074282],
[0.039396, 0.073177],
[0.039764, 0.077780],
[0.037923, 0.074742],
[0.037095, 0.074926],
[0.041329, 0.078700],
[0.038752, 0.073822],
[0.039120, 0.073177],
[0.041237, 0.075387],
[0.040409, 0.077964],
[0.042158, 0.080725],
[0.045103, 0.079805],
[0.042894, 0.085972],
[0.043262, 0.083579],
[0.041789, 0.087905],
[0.043538, 0.089470],
[0.046024, 0.091311],
[0.045379, 0.098214],
[0.045932, 0.098122],
[0.049153, 0.103185],
[0.044459, 0.105210],
[0.045747, 0.107511],
[0.044091, 0.101988],
[0.041881, 0.108524],
[0.043078, 0.113586],
[0.039948, 0.118925],
[0.041145, 0.120398],
[0.039396, 0.123343],
[0.040133, 0.131996],
[0.040501, 0.138715],
[0.037647, 0.141200],
[0.041881, 0.147275],
[0.045839, 0.154271],
[0.046852, 0.159242],
[0.047772, 0.163660],
[0.045195, 0.166789],
[0.046760, 0.170287],
[0.050258, 0.173877],
[0.051178, 0.175994],
[0.050810, 0.178111],
[0.055689, 0.182898],
[0.056425, 0.182806],
[0.054676, 0.184186],
[0.054032, 0.189065],
[0.052191, 0.185659],
[0.053111, 0.187224],
[0.054860, 0.187960],
[0.054860, 0.188973],
[0.055689, 0.189893],
[0.053295, 0.191826],
[0.054124, 0.189985],
[0.056609, 0.190169],
[0.055412, 0.187316],
[0.054216, 0.190169],
[0.054952, 0.190353],
[0.055136, 0.187224],
[0.054584, 0.185383],
[0.054952, 0.181241],
[0.055596, 0.185291],
[0.055412, 0.186395],
[0.055965, 0.184462],
[0.055044, 0.185291],
[0.054584, 0.189249],
[0.052375, 0.187224],
[0.054032, 0.189617],
[0.054768, 0.186580],
[0.054400, 0.192378],
[0.054216, 0.189157],
[0.055689, 0.189709],
[0.052283, 0.190077],
[0.055320, 0.190353],
[0.053848, 0.190538],
[0.053387, 0.188881],
[0.052375, 0.192102],
[0.052927, 0.195692],
[0.051086, 0.197257],
[0.051454, 0.199834],
[0.051915, 0.199650],
[0.052191, 0.199190],
[0.050902, 0.197165],
[0.053295, 0.201583],
[0.053111, 0.201583],
[0.054216, 0.201951],
[0.055228, 0.206738],
[0.056425, 0.204713],
[0.054860, 0.204897],
[0.057622, 0.208027],
[0.052835, 0.204805],
[0.054676, 0.204437],
[0.056977, 0.202320],
[0.057069, 0.199834],
[0.054768, 0.206186],
[0.056701, 0.199742],
[0.057345, 0.199374],
[0.057990, 0.202504],
[0.058634, 0.204068],
[0.060383, 0.201767],
[0.057253, 0.200479],
[0.061856, 0.199282],
[0.058542, 0.204161],
[0.059739, 0.201675],
[0.060751, 0.205173],
[0.056149, 0.201583],
[0.057345, 0.204253],
[0.059923, 0.201951],
[0.058450, 0.202688],
[0.058634, 0.202688],
[0.058818, 0.201031],
[0.059002, 0.200479],
[0.057622, 0.199926],
[0.058818, 0.200847],
]

rf_evo_a = [
    [0.010125, 0.013255],
[0.014728, 0.040041],
[0.012518, 0.046024],
[0.022459, 0.051454],
[0.027890, 0.047220],
[0.030468, 0.046116],
[0.027890, 0.051270],
[0.021539, 0.057990],
[0.025037, 0.066918],
[0.031204, 0.086708],
[0.027246, 0.087261],
[0.021447, 0.095821],
[0.024485, 0.112942],
[0.038015, 0.123067],
[0.049613, 0.129050],
[0.042618, 0.139912],
[0.042526, 0.154087],
[0.039396, 0.155468],
[0.042618, 0.156572],
[0.039304, 0.166697],
[0.036727, 0.177099],
[0.036543, 0.171392],
[0.035806, 0.177559],
[0.033597, 0.174705],
[0.036267, 0.177743],
[0.042066, 0.176178],
[0.042434, 0.178295],
[0.040317, 0.175810],
[0.041145, 0.183910],
[0.040317, 0.184831],
[0.042342, 0.180596],
[0.043538, 0.184739],
[0.040593, 0.185015],
[0.039488, 0.182898],
[0.040409, 0.176546],
[0.040869, 0.172128],
[0.041789, 0.174613],
[0.041513, 0.174337],
[0.043354, 0.172772],
[0.038015, 0.177743],
[0.039304, 0.176454],
[0.038844, 0.174245],
[0.034702, 0.182345],
[0.037647, 0.175258],
[0.034978, 0.177559],
[0.038660, 0.182253],
[0.039856, 0.182714],
[0.040041, 0.187132],
[0.037647, 0.185935],
[0.036543, 0.186948],
[0.037371, 0.193759],
[0.035806, 0.194496],
[0.037279, 0.195876],
[0.035254, 0.195600],
[0.038936, 0.201767],
[0.038200, 0.197809],
[0.040409, 0.193115],
[0.041513, 0.196889],
[0.042342, 0.197993],
[0.042802, 0.194219],
[0.039764, 0.199558],
[0.039580, 0.198177],
[0.040961, 0.201767],
[0.039580, 0.200387],
[0.035806, 0.193391],
[0.039396, 0.196429],
[0.038844, 0.191642],
[0.039856, 0.190353],
[0.036727, 0.185291],
[0.035714, 0.183174],
[0.034702, 0.188697],
[0.033781, 0.189617],
[0.036175, 0.184094],
[0.034794, 0.184831],
[0.035622, 0.182253],
[0.035898, 0.189065],
[0.036175, 0.189893],
[0.038568, 0.187868],
[0.038015, 0.182990],
[0.039580, 0.182345],
[0.042158, 0.178387],
[0.042250, 0.180689],
[0.044367, 0.180044],
[0.045379, 0.187224],
[0.042066, 0.193575],
[0.038384, 0.192839],
[0.035990, 0.199466],
[0.033965, 0.199098],
[0.033413, 0.204805],
[0.032401, 0.202596],
[0.032493, 0.199282],
[0.031664, 0.197625],
[0.033689, 0.196705],
[0.037739, 0.194680],
[0.040133, 0.188052],
[0.042066, 0.183542],
[0.045932, 0.181333],
[0.043446, 0.185935],
[0.043446, 0.190446],
[0.043722, 0.189617],
[0.043446, 0.195324],
[0.042158, 0.197901],
[0.043354, 0.200755],
[0.040041, 0.199926],
[0.041329, 0.193483],
[0.038936, 0.198177],
[0.041973, 0.204253],
[0.040225, 0.209039],
[0.039672, 0.204437],
[0.043906, 0.200295],
[0.048233, 0.200203],
[0.047404, 0.196521],
[0.050534, 0.189249],
[0.055596, 0.192839],
[0.053848, 0.197625],
[0.053479, 0.192378],
[0.052743, 0.195508],
[0.051086, 0.198638],
[0.050074, 0.201031],
[0.047496, 0.198914],
[0.044643, 0.200571],
[0.047404, 0.200663],
[0.047220, 0.196613],
[0.048877, 0.196244],
[0.047220, 0.196337],
[0.048325, 0.192471],
[0.048325, 0.187500],
[0.052191, 0.188697],
[0.054032, 0.186580],
[0.058082, 0.188973],
[0.060935, 0.183542],
[0.064985, 0.185291],
[0.064617, 0.181149],
[0.066458, 0.186764],
[0.064157, 0.179952],
[0.065998, 0.181701],
[0.059186, 0.180228],
[0.057437, 0.180781],
[0.053295, 0.177375],
[0.052007, 0.179032],
[0.050718, 0.175166],
[0.050626, 0.176915],
[0.052559, 0.178111],
[0.054400, 0.180689],
[0.061580, 0.177467],
[0.069127, 0.182898],
[0.070324, 0.181241],
[0.073085, 0.180965],
[0.072809, 0.180320],
[0.072809, 0.181517],
[0.065446, 0.178387],
[0.061303, 0.178479],
[0.059739, 0.180781],
[0.063789, 0.183266],
[0.061672, 0.186027],
[0.061672, 0.187776],
[0.060843, 0.184923],
[0.059554, 0.188328],
[0.062500, 0.186856],
[0.063236, 0.185475],
[0.063973, 0.188052],
[0.068759, 0.194772],
[0.072533, 0.192194],
[0.071889, 0.192747],
[0.075295, 0.191458],
[0.076491, 0.189985],
[0.079437, 0.195508],
[0.077412, 0.193299],
[0.080357, 0.194311],
[0.079068, 0.193391],
[0.078792, 0.197349],
[0.079253, 0.197901],
[0.081738, 0.199834],
[0.080633, 0.198085],
[0.080357, 0.197533],
[0.075203, 0.193759],
[0.075663, 0.195876],
[0.072901, 0.193023],
[0.074098, 0.195232],
[0.076307, 0.198085],
[0.082198, 0.201031],
[0.087353, 0.199742],
[0.091863, 0.203884],
[0.091403, 0.202504],
[0.093060, 0.207014],
[0.091955, 0.207934],
[0.084959, 0.202596],
[0.082382, 0.204713],
[0.076951, 0.197717],
[0.071797, 0.198177],
[0.075847, 0.198914],
[0.074282, 0.203240],
[0.071613, 0.201307],
[0.072625, 0.201491],
[0.072533, 0.207290],
[0.076307, 0.200571],
[0.079068, 0.203976],
[0.079989, 0.201215],
[0.083671, 0.202320],
[0.090943, 0.205265],
[0.093612, 0.202135],
[0.093704, 0.200479],
[0.098675, 0.198730],
[0.098398, 0.204253],
[0.103093, 0.201491],
[0.103001, 0.201399],
[0.098214, 0.202320],
[0.094440, 0.204713],
[0.089010, 0.206094],
[0.087905, 0.205817],
[0.087629, 0.207658],
[0.085420, 0.207382],
[0.078700, 0.200018],
[0.082382, 0.197073],
[0.084315, 0.204805],
[0.089010, 0.204989],
[0.097018, 0.211432],
[0.103921, 0.216403],
[0.104381, 0.218244],
[0.106775, 0.220821],
[0.108432, 0.223398],
[0.107695, 0.216863],
[0.107051, 0.219901],
[0.107143, 0.219440],
[0.105486, 0.216587],
[0.108800, 0.217691],
[0.104381, 0.220361],
[0.102172, 0.218796],
[0.100423, 0.214838],
[0.099319, 0.208027],
[0.096557, 0.202596],
[0.101896, 0.207842],
[0.104289, 0.202964],
[0.107051, 0.206001],
[0.106867, 0.205265],
[0.107511, 0.208763],
[0.104105, 0.206922],
[0.098490, 0.212813],
[0.102909, 0.213181],
[0.096465, 0.214010],
[0.105302, 0.218520],
[0.107879, 0.217968],
[0.106222, 0.217784],
[0.112390, 0.215851],
[0.114230, 0.215851],
[0.115243, 0.217415],
[0.115151, 0.226896],
[0.113586, 0.221649],
[0.112758, 0.219809],
[0.110180, 0.212261],
[0.107879, 0.210788],
[0.107971, 0.214838],
[0.111101, 0.216403],
[0.115703, 0.219624],
[0.118925, 0.219072],
[0.115243, 0.218520],
[0.115887, 0.220821],
[0.110917, 0.219716],
[0.109720, 0.215943],
[0.108432, 0.220361],
[0.104934, 0.212169],
[0.100884, 0.211985],
[0.111285, 0.213825],
[0.110549, 0.211156],
[0.114138, 0.218060],
[0.110917, 0.213549],
[0.115979, 0.218428],
[0.119845, 0.224871],
[0.116716, 0.218796],
[0.122239, 0.223122],
[0.123435, 0.226620],
[0.126013, 0.227356],
[0.127761, 0.225700],
[0.129234, 0.231591],
[0.128774, 0.238678],
[0.125368, 0.241163],
[0.129050, 0.238954],
[0.128222, 0.237297],
[0.120582, 0.230026],
[0.117452, 0.235088],
[0.115795, 0.230578],
[0.120306, 0.231591],
[0.121042, 0.231406],
[0.125460, 0.236837],
[0.127946, 0.235088],
[0.127209, 0.233432],
[0.126105, 0.232235],
[0.119201, 0.230762],
[0.115979, 0.227817],
[0.115243, 0.231683],
[0.116348, 0.239138],
[0.118096, 0.232879],
[0.119937, 0.230302],
[0.124264, 0.227264],
[0.126749, 0.229934],
[0.126933, 0.230762],
[0.128130, 0.229473],
[0.128314, 0.237205],
[0.129326, 0.237390],
[0.127669, 0.236377],
[0.117268, 0.233800],
[0.118004, 0.230762],
[0.116256, 0.234812],
[0.119109, 0.231406],
[0.123435, 0.233247],
[0.127025, 0.242084],
[0.133929, 0.238954],
[0.128314, 0.243557],
[0.133192, 0.240703],
[0.128866, 0.236837],
[0.121962, 0.232603],
[0.119017, 0.235825],
[0.115611, 0.235549],
[0.113034, 0.228553],
[0.113770, 0.231683],
[0.114599, 0.229289],
[0.119661, 0.231959],
[0.120858, 0.238126],
[0.133376, 0.240243],
[0.136782, 0.237942],
[0.134757, 0.243096],
[0.131719, 0.238678],
[0.127117, 0.236929],
[0.122791, 0.231499],
[0.118281, 0.237482],
[0.107419, 0.234076],
[0.106130, 0.227448],
[0.113954, 0.234444],
[0.120306, 0.237482],
[0.128498, 0.240979],
[0.129694, 0.238218],
[0.131535, 0.238034],
[0.131259, 0.240059],
[0.135493, 0.240151],
[0.137518, 0.239783],
[0.131904, 0.237021],
[0.130891, 0.232603],
[0.124172, 0.228369],
[0.121502, 0.234444],
[0.122239, 0.232051],
[0.120490, 0.231867],
[0.128038, 0.231959],
[0.126749, 0.230578],
[0.132916, 0.232603],
[0.133468, 0.230578],
[0.131996, 0.234168],
[0.134021, 0.233247],
[0.130707, 0.233155],
[0.134757, 0.237666],
[0.135217, 0.238402],
[0.133008, 0.240611],
[0.131719, 0.234260],
[0.133837, 0.237113],
[0.125552, 0.239967],
[0.126749, 0.239323],
[0.126657, 0.244109],
[0.127301, 0.242084],
[0.131167, 0.243281],
[0.132548, 0.239783],
[0.131535, 0.241256],
[0.135954, 0.238310],
[0.137242, 0.233800],
[0.131167, 0.234168],
[0.128130, 0.233800],
[0.123159, 0.226160],
[0.115335, 0.228921],
[0.110733, 0.230026],
[0.115151, 0.230578],
[0.113862, 0.228185],
[0.119109, 0.229842],
[0.127577, 0.234260],
[0.130891, 0.236469],
[0.133837, 0.233432],
[0.131167, 0.238034],
[0.131719, 0.236469],
[0.133376, 0.238310],
[0.131075, 0.239691],
[0.125460, 0.235180],
[0.123803, 0.235272],
[0.117728, 0.233339],
[0.116163, 0.234352],
[0.109260, 0.227633],
[0.111837, 0.231130],
[0.115243, 0.229105],
[0.114599, 0.227541],
[0.117636, 0.227817],
[0.118004, 0.233616],
[0.118004, 0.233892],
[0.122147, 0.236193],
[0.115611, 0.232327],
[0.110088, 0.230486],
[0.117728, 0.234812],
[0.122331, 0.236101],
[0.125000, 0.237666],
[0.125276, 0.236929],
[0.121870, 0.233339],
[0.126841, 0.229658],
[0.120398, 0.236653],
[0.124172, 0.232143],
[0.117452, 0.235180],
[0.118004, 0.235180],
[0.121042, 0.235457],
[0.120490, 0.233247],
[0.117084, 0.230210],
[0.119753, 0.236377],
[0.118833, 0.242728],
[0.120122, 0.241440],
[0.125368, 0.240335],
[0.123987, 0.238770],
[0.127577, 0.240335],
[0.138531, 0.239967],
[0.133192, 0.241992],
[0.127669, 0.242360],
[0.133284, 0.243557],
[0.131443, 0.240887],
[0.130155, 0.238770],
[0.128314, 0.242452],
[0.128774, 0.242820],
[0.136046, 0.244661],
[0.136506, 0.239323],
[0.137795, 0.243649],
[0.133008, 0.247054],
[0.136046, 0.244017],
[0.132824, 0.246410],
[0.139912, 0.249080],
[0.138531, 0.246870],
[0.133376, 0.249080],
[0.133560, 0.250920],
[0.127669, 0.250644],
[0.131075, 0.247699],
[0.130155, 0.243649],
[0.130247, 0.250276],
[0.133468, 0.249540],
[0.128314, 0.243925],
[0.125736, 0.243833],
[0.126473, 0.249264],
[0.130523, 0.246226],
[0.132548, 0.247699],
[0.129050, 0.245582],
[0.126381, 0.245858],
[0.129694, 0.242636],
[0.125644, 0.245306],
[0.129418, 0.244477],
[0.136598, 0.246502],
[0.134849, 0.249356],
[0.133376, 0.246686],
[0.135125, 0.248711],
[0.132456, 0.248711],
[0.137518, 0.247147],
[0.134573, 0.243096],
[0.129050, 0.241256],
[0.131443, 0.243004],
[0.125000, 0.247423],
[0.128590, 0.248159],
[0.130707, 0.243004],
[0.126381, 0.240335],
[0.126473, 0.239507],
[0.124356, 0.236929],
[0.126381, 0.240059],
[0.126197, 0.243465],
[0.125644, 0.241900],
[0.130247, 0.244661],
[0.137150, 0.242544],
[0.128774, 0.250000],
[0.127761, 0.252117],
[0.120766, 0.249632],
[0.112113, 0.251013],
[0.112021, 0.250184],
[0.113678, 0.253406],
[0.115335, 0.254234],
[0.108892, 0.252761],
[0.118465, 0.255247],
[0.118649, 0.254694],
[0.117820, 0.254971],
[0.117820, 0.255707],
[0.120950, 0.254142],
[0.130891, 0.252025],
[0.131996, 0.247239],
[0.129602, 0.247699],
[0.131351, 0.249080],
[0.132456, 0.245766],
[0.130063, 0.243096],
[0.136506, 0.247147],
[0.131259, 0.247515],
[0.135401, 0.255155],
[0.130247, 0.252393],
[0.134573, 0.250920],
[0.129878, 0.253130],
[0.128222, 0.253682],
[0.129878, 0.252485],
[0.126749, 0.249448],
[0.129510, 0.246778],
[0.129786, 0.252117],
[0.129602, 0.250092],
[0.127853, 0.248803],
[0.129418, 0.245766],
[0.131351, 0.246594],
[0.128498, 0.247607],
[0.122883, 0.246778],
[0.121686, 0.251013],
[0.125736, 0.253406],
[0.126749, 0.255339],
[0.123527, 0.256535],
[0.127946, 0.253682],
[0.123435, 0.248527],
[0.122239, 0.257364],
[0.118741, 0.250460],
[0.115979, 0.255063],
[0.117268, 0.254050],
[0.121410, 0.255891],
[0.117360, 0.255799],
[0.116716, 0.254510],
[0.126289, 0.260585],
[0.121686, 0.261874],
[0.118557, 0.267121],
[0.121226, 0.262795],
[0.119017, 0.263531],
[0.113678, 0.262703],
[0.114783, 0.264451],
[0.115795, 0.256075],
[0.114046, 0.252669],
[0.115611, 0.258100],
[0.117636, 0.257456],
[0.124816, 0.256075],
[0.128866, 0.258100],
[0.128130, 0.257180],
[0.126565, 0.260493],
[0.129234, 0.256535],
[0.128314, 0.258744],
[0.123159, 0.261690],
[0.121134, 0.260862],
[0.120122, 0.257732],
[0.121686, 0.259573],
[0.119937, 0.267581],
[0.122147, 0.263347],
[0.126473, 0.267581],
[0.129602, 0.264359],
[0.128314, 0.262795],
[0.125000, 0.262887],
[0.125920, 0.265556],
[0.123343, 0.262058],
[0.121594, 0.259573],
[0.115519, 0.254694],
[0.119753, 0.255247],
[0.114967, 0.254326],
[0.114046, 0.256167],
[0.119753, 0.262795],
[0.122331, 0.264175],
[0.126749, 0.264543],
[0.129510, 0.268501],
[0.134573, 0.269146],
[0.131075, 0.270342],
[0.126841, 0.265648],
[0.121594, 0.265004],
[0.114507, 0.267121],
[0.117452, 0.268778],
[0.114230, 0.264820],
[0.117912, 0.269974],
[0.123527, 0.269422],
[0.130063, 0.275129],
[0.135677, 0.274853],
[0.139267, 0.277430],
[0.145434, 0.271631],
[0.143225, 0.275865],
[0.138071, 0.273932],
[0.133560, 0.264912],
[0.129510, 0.270803],
[0.125736, 0.269790],
[0.125368, 0.271263],
[0.121962, 0.269514],
[0.128774, 0.276510],
[0.129694, 0.273840],
[0.130247, 0.275589],
[0.133652, 0.275957],
[0.138991, 0.276141],
[0.142489, 0.274024],
[0.143686, 0.278351],
[0.142949, 0.272275],
[0.140004, 0.270250],
[0.139083, 0.269330],
[0.134757, 0.268778],
[0.132824, 0.273288],
[0.133652, 0.276049],
[0.130523, 0.270895]
]

rf_evo_b = [
    [0.006627, 0.007180],
[0.013531, 0.048601],
[0.016476, 0.049337],
[0.011322, 0.058266],
[0.024116, 0.060659],
[0.027246, 0.063328],
[0.020711, 0.078608],
[0.018409, 0.083579],
[0.028995, 0.089746],
[0.028627, 0.094993],
[0.025589, 0.097202],
[0.020619, 0.097846],
[0.023472, 0.103737],
[0.024761, 0.108800],
[0.024116, 0.112574],
[0.028535, 0.122607],
[0.031940, 0.129418],
[0.033597, 0.139083],
[0.029915, 0.149300],
[0.028443, 0.155376],
[0.032216, 0.149300],
[0.038200, 0.150129],
[0.040869, 0.150865],
[0.040777, 0.156020],
[0.043078, 0.158873],
[0.037187, 0.159794],
[0.038292, 0.165869],
[0.037739, 0.167342],
[0.034794, 0.165961],
[0.036267, 0.167802],
[0.036359, 0.171852],
[0.039396, 0.171852],
[0.043630, 0.173693],
[0.044367, 0.178203],
[0.051454, 0.180320],
[0.049613, 0.181977],
[0.050350, 0.179952],
[0.051823, 0.185015],
[0.050718, 0.183910],
[0.049705, 0.181241],
[0.049890, 0.187316],
[0.049245, 0.191458],
[0.046760, 0.189985],
[0.046760, 0.186027],
[0.051270, 0.184186],
[0.051638, 0.181149],
[0.052099, 0.183082],
[0.051178, 0.180136],
[0.053663, 0.179400],
[0.051178, 0.177743],
[0.048693, 0.179032],
[0.044551, 0.186211],
[0.043446, 0.188789],
[0.039856, 0.187132],
[0.041145, 0.188144],
[0.040593, 0.192194],
[0.040777, 0.193115],
[0.044091, 0.197073],
[0.046116, 0.197993],
[0.046944, 0.195048],
[0.050074, 0.195416],
[0.051730, 0.192471],
[0.052467, 0.191182],
[0.053756, 0.186948],
[0.052835, 0.192010],
[0.050718, 0.193391],
[0.051086, 0.200479],
[0.053019, 0.195508],
[0.048877, 0.196889],
[0.047312, 0.200939],
[0.054768, 0.212997],
[0.055965, 0.206462],
[0.057345, 0.211156],
[0.059647, 0.204529],
[0.060383, 0.202688],
[0.063328, 0.207290],
[0.058634, 0.204897],
[0.058542, 0.202872],
[0.054492, 0.203332],
[0.048785, 0.204713],
[0.046852, 0.203792],
[0.046484, 0.201675],
[0.046852, 0.200663],
[0.053295, 0.206186],
[0.055781, 0.200663],
[0.055136, 0.205725],
[0.059831, 0.207842],
[0.059186, 0.214194],
[0.057806, 0.218980],
[0.060751, 0.219532],
[0.056241, 0.223030],
[0.055965, 0.219809],
[0.061027, 0.221465],
[0.065814, 0.223122],
[0.064801, 0.223859],
[0.067839, 0.220269],
[0.069772, 0.224227],
[0.071060, 0.224779],
[0.070784, 0.226160],
[0.069588, 0.220177],
[0.067655, 0.223951],
[0.065906, 0.221926],
[0.071889, 0.222754],
[0.074926, 0.219624],
[0.078700, 0.223398],
[0.077043, 0.217784],
[0.076767, 0.216955],
[0.079989, 0.219901],
[0.075387, 0.217047],
[0.071337, 0.219809],
[0.066274, 0.217968],
[0.069219, 0.217507],
[0.064525, 0.218060],
[0.065077, 0.222754],
[0.066090, 0.220821],
[0.067655, 0.217047],
[0.070600, 0.215758],
[0.070784, 0.210328],
[0.075018, 0.212353],
[0.076399, 0.209131],
[0.074834, 0.212353],
[0.077135, 0.217415],
[0.075755, 0.216863],
[0.079621, 0.214838],
[0.076583, 0.218612],
[0.078056, 0.218888],
[0.073085, 0.215298],
[0.069127, 0.215022],
[0.065630, 0.215666],
[0.068115, 0.216771],
[0.065998, 0.216955],
[0.067471, 0.219993],
[0.066918, 0.211985],
[0.070140, 0.211340],
[0.070692, 0.214746],
[0.075387, 0.212445],
[0.072717, 0.212077],
[0.071152, 0.213181],
[0.073270, 0.216495],
[0.073914, 0.214838],
[0.068667, 0.218336],
[0.069127, 0.211064],
[0.068943, 0.215114],
[0.069127, 0.217507],
[0.067563, 0.217968],
[0.066642, 0.220361],
[0.070692, 0.212997],
[0.069219, 0.214746],
[0.067010, 0.214930],
[0.068483, 0.215574],
[0.076031, 0.220729],
[0.079068, 0.224135],
[0.078240, 0.221649],
[0.080541, 0.225055],
[0.075663, 0.221834],
[0.073270, 0.225608],
[0.070048, 0.224871],
[0.068299, 0.221926],
[0.067194, 0.225700],
[0.064065, 0.217599],
[0.062960, 0.223306],
[0.064341, 0.222386],
[0.067378, 0.222202],
[0.073638, 0.225976],
[0.075847, 0.225055],
[0.078608, 0.225147],
[0.079068, 0.220453],
[0.082198, 0.230210],
[0.084131, 0.228737],
[0.079437, 0.226252],
[0.083763, 0.226712],
[0.077964, 0.232511],
[0.077688, 0.228277],
[0.074650, 0.231775],
[0.072165, 0.230486],
[0.074282, 0.230762],
[0.071521, 0.226712],
[0.078516, 0.236193],
[0.076491, 0.236101],
[0.076031, 0.234628],
[0.074098, 0.234260],
[0.073177, 0.235917],
[0.071060, 0.233616],
[0.071429, 0.231867],
[0.072165, 0.231867],
[0.072165, 0.233800],
[0.072349, 0.232327],
[0.076215, 0.230302],
[0.079161, 0.226620],
[0.080081, 0.231222],
[0.083763, 0.226344],
[0.082290, 0.223951],
[0.082934, 0.228829],
[0.078148, 0.231222],
[0.074374, 0.237942],
[0.081094, 0.233247],
[0.080081, 0.231038],
[0.074098, 0.231591],
[0.076491, 0.230486],
[0.074006, 0.231867],
[0.075387, 0.229473],
[0.072257, 0.227080],
[0.079253, 0.230946],
[0.082934, 0.231222],
[0.089286, 0.236285],
[0.089378, 0.236009],
[0.092415, 0.236837],
[0.094164, 0.237297],
[0.090206, 0.238954],
[0.089010, 0.236285],
[0.077043, 0.235825],
[0.074466, 0.239415],
[0.072993, 0.238218],
[0.075571, 0.240427],
[0.079161, 0.240519],
[0.082106, 0.246042],
[0.083855, 0.245858],
[0.083671, 0.243004],
[0.078792, 0.245858],
[0.080357, 0.238126],
[0.083947, 0.241256],
[0.085604, 0.244477],
[0.092599, 0.254418],
[0.094993, 0.259573],
[0.095361, 0.264728],
[0.087537, 0.260954],
[0.087813, 0.257180],
[0.080909, 0.250920],
[0.075755, 0.249080],
[0.079345, 0.250552],
[0.082566, 0.253314],
[0.087169, 0.253774],
[0.091679, 0.256996],
[0.099687, 0.260033],
[0.096281, 0.261690],
[0.098951, 0.254786],
[0.095729, 0.256904],
[0.094440, 0.253590],
[0.095821, 0.255707],
[0.091955, 0.255983],
[0.088365, 0.254602],
[0.082750, 0.256075],
[0.082198, 0.254971],
[0.075203, 0.259665],
[0.076307, 0.263255],
[0.077320, 0.265464],
[0.081094, 0.261414],
[0.076583, 0.256996],
[0.078884, 0.252669],
[0.082198, 0.251565],
[0.083671, 0.249816],
[0.087445, 0.253866],
[0.089194, 0.260677],
[0.092047, 0.267397],
[0.089930, 0.264728],
[0.084499, 0.266108],
[0.077412, 0.260401],
[0.072993, 0.251473],
[0.072257, 0.251289],
[0.075571, 0.248987],
[0.079437, 0.249080],
[0.079529, 0.251841],
[0.082566, 0.252853],
[0.081646, 0.262058],
[0.088089, 0.259481],
[0.090114, 0.256719],
[0.095729, 0.255155],
[0.092323, 0.255063],
[0.089470, 0.252209],
[0.089930, 0.244937],
[0.088733, 0.248711],
[0.081738, 0.250920],
[0.079897, 0.249908],
[0.086064, 0.252393],
[0.081738, 0.253222],
[0.083211, 0.250552],
[0.083671, 0.252485],
[0.082658, 0.249172],
[0.079989, 0.247331],
[0.086340, 0.246318],
[0.086064, 0.241256],
[0.090390, 0.244937],
[0.093152, 0.247975],
[0.101528, 0.245582],
[0.108063, 0.252209],
[0.107603, 0.256996],
[0.105670, 0.260677],
[0.101068, 0.262242],
[0.090758, 0.255247],
[0.082934, 0.256811],
[0.076767, 0.247515],
[0.073085, 0.250184],
[0.077596, 0.256351],
[0.086892, 0.256627],
[0.094532, 0.262610],
[0.105946, 0.264635],
[0.108708, 0.265372],
[0.109536, 0.263899],
[0.101896, 0.258008],
[0.099503, 0.254786],
[0.090482, 0.254510],
[0.087169, 0.253866],
[0.087905, 0.256996],
[0.085052, 0.257456],
[0.084959, 0.259849],
[0.087905, 0.266292],
[0.095361, 0.265188],
[0.092139, 0.273564],
[0.102541, 0.275221],
[0.104105, 0.268041],
[0.109352, 0.281112],
[0.108247, 0.276049],
[0.112758, 0.277522],
[0.105670, 0.276418],
[0.098490, 0.276602],
[0.102264, 0.278995],
[0.101528, 0.280652],
[0.099963, 0.281940],
[0.096465, 0.280284],
[0.097478, 0.282861],
[0.096373, 0.284334],
[0.095269, 0.280284],
[0.100423, 0.278535],
[0.098675, 0.271815],
[0.099411, 0.267305],
[0.103185, 0.274945],
[0.104381, 0.274761],
[0.107695, 0.279455],
[0.111285, 0.283229],
[0.112021, 0.289672],
[0.115519, 0.292250],
[0.115887, 0.296024],
[0.111469, 0.296208],
[0.106038, 0.288015],
[0.098951, 0.290317],
[0.094993, 0.281020],
[0.097570, 0.282216],
[0.098122, 0.286267],
[0.098582, 0.287555],
[0.100423, 0.287739],
[0.102909, 0.294183],
[0.108892, 0.291881],
[0.107511, 0.294275],
[0.103737, 0.289856],
[0.096373, 0.289948],
[0.097294, 0.287095],
[0.099687, 0.289396],
[0.100239, 0.289304],
[0.098951, 0.290317],
[0.091403, 0.294459],
[0.092415, 0.290869],
[0.088641, 0.292250],
[0.091127, 0.289212],
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[0.091955, 0.295563],
[0.094532, 0.294827],
[0.091219, 0.294551],
[0.094532, 0.292710],
[0.097662, 0.296668],
[0.100792, 0.295287],
[0.103645, 0.292894],
[0.102448, 0.286543],
[0.105854, 0.286082],
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[0.098122, 0.281020],
[0.098490, 0.277154],
[0.091495, 0.281480],
[0.096465, 0.282493],
[0.094256, 0.285254],
[0.100976, 0.283873],
[0.103001, 0.288568],
[0.107419, 0.282493],
[0.102264, 0.284334],
[0.104105, 0.280007],
[0.103921, 0.281388],
[0.106314, 0.281296],
[0.108339, 0.282032],
[0.109260, 0.289212],
[0.108432, 0.289304],
[0.105486, 0.288660],
[0.103921, 0.290593],
[0.097202, 0.291053],
[0.103461, 0.297680],
[0.105762, 0.297588],
[0.102172, 0.293354],
[0.103645, 0.292434],
[0.097754, 0.289120],
[0.097478, 0.294183],
[0.100239, 0.289488],
[0.099963, 0.288568],
[0.102909, 0.296852],
[0.103001, 0.296576],
[0.106683, 0.297220],
[0.100608, 0.302559],
[0.105026, 0.296760],
[0.107235, 0.291789],
[0.108800, 0.296392],
[0.107603, 0.288292],
[0.105578, 0.286819],
[0.106222, 0.285530],
[0.106406, 0.286175],
[0.106867, 0.286635],
[0.102172, 0.296944],
[0.106591, 0.298693],
[0.104289, 0.299705],
[0.105210, 0.297404],
[0.103185, 0.298233],
[0.102725, 0.298969],
[0.106499, 0.295747],
[0.105026, 0.295839],
[0.102080, 0.296576],
[0.102633, 0.301086],
[0.105210, 0.301270],
[0.111285, 0.306057],
[0.115795, 0.307345],
[0.119937, 0.308818],
[0.124264, 0.304768],
[0.121870, 0.302375],
[0.117268, 0.302375],
[0.114415, 0.297865],
[0.115059, 0.297865],
[0.115335, 0.298877],
[0.112113, 0.298417],
[0.112942, 0.306425],
[0.115335, 0.306701],
[0.112482, 0.310291],
[0.114138, 0.307990],
[0.118096, 0.308726],
[0.118557, 0.309186],
[0.115887, 0.307714],
[0.114138, 0.304124],
[0.112574, 0.303203],
[0.116348, 0.307529],
[0.115427, 0.305965],
[0.119937, 0.305228],
[0.116440, 0.310199],
[0.120122, 0.307529],
[0.120398, 0.311211],
[0.119937, 0.308358],
[0.115151, 0.314433],
[0.110549, 0.306057],
[0.114967, 0.306977],
[0.114046, 0.307161],
[0.111561, 0.303203],
[0.114507, 0.307161],
[0.114783, 0.309002],
[0.121778, 0.304860],
[0.122607, 0.300442],
[0.121962, 0.302283],
[0.121778, 0.298877],
[0.115335, 0.298141],
[0.116624, 0.296116],
[0.113310, 0.295103],
[0.112390, 0.295839],
[0.109260, 0.295103],
[0.107143, 0.296852],
[0.105026, 0.294735],
[0.104566, 0.289304],
[0.099963, 0.293446],
[0.095453, 0.285990],
[0.096097, 0.289948],
[0.095085, 0.290869],
[0.095453, 0.293814],
[0.098767, 0.295655],
[0.101896, 0.291513],
[0.106314, 0.292710],
[0.104566, 0.294735],
[0.107971, 0.293538],
[0.099043, 0.290961],
[0.096097, 0.287003],
[0.094901, 0.287095],
[0.095453, 0.283965],
[0.102448, 0.288108],
[0.104289, 0.284149],
[0.106591, 0.290961],
[0.115335, 0.294367],
[0.113126, 0.294643],
[0.111561, 0.294183],
[0.107419, 0.288660],
[0.103461, 0.285438],
[0.103093, 0.291237],
[0.106591, 0.284978],
[0.101068, 0.281112],
[0.100423, 0.287923],
[0.109536, 0.293906],
[0.115795, 0.294459],
[0.120950, 0.298969],
[0.126565, 0.300534],
[0.123527, 0.304032],
[0.119201, 0.303940],
[0.108524, 0.299521],
[0.095821, 0.295563],
[0.094993, 0.290869],
[0.098306, 0.297957],
[0.099227, 0.293814],
[0.108432, 0.301086],
[0.115979, 0.301178],
[0.122239, 0.301454],
[0.128130, 0.297772],
[0.128498, 0.301178],
[0.128682, 0.295471],
[0.126105, 0.296760],
[0.119845, 0.296300],
[0.115151, 0.300350],
[0.104013, 0.292342],
[0.109444, 0.297680],
[0.110733, 0.300258],
[0.114415, 0.303571],
[0.118465, 0.309370],
[0.121686, 0.309002],
[0.121502, 0.309554],
[0.122607, 0.306609],
[0.123619, 0.305504],
[0.123803, 0.304676],
[0.125920, 0.299890],
[0.130063, 0.300350],
[0.127393, 0.301362],
[0.128314, 0.308818],
[0.127301, 0.308726],
[0.119293, 0.312408],
[0.118373, 0.312960],
[0.118281, 0.317655],
[0.122331, 0.322533],
[0.128130, 0.321981],
[0.127853, 0.322165],
[0.125092, 0.330541],
[0.118741, 0.328424],
[0.119845, 0.326583],
[0.120766, 0.321060],
[0.121870, 0.320232],
[0.121318, 0.319956],
[0.113494, 0.318575],
[0.113494, 0.315722],
[0.113402, 0.315353],
[0.109352, 0.315906],
[0.110180, 0.314893],
[0.113586, 0.317839],
[0.118465, 0.317839],
[0.121870, 0.328056],
[0.120582, 0.325755],
[0.119845, 0.326399],
[0.119753, 0.329068],
[0.117544, 0.325663],
[0.116624, 0.323730],
[0.118649, 0.328240],
[0.118004, 0.323270],
[0.120766, 0.322073],
[0.116992, 0.320600],
[0.116163, 0.312776],
[0.111561, 0.316826],
[0.112482, 0.311948],
[0.106222, 0.317102],
[0.103553, 0.314893],
[0.102264, 0.311303],
[0.104197, 0.308358],
[0.101528, 0.310475],
[0.110180, 0.308358],
[0.106775, 0.312592],
[0.104197, 0.313881],
[0.112021, 0.319311],
[0.113586, 0.316182],
[0.112666, 0.320692],
[0.115243, 0.318667],
[0.112113, 0.315722],
[0.116716, 0.321060],
[0.115059, 0.314341],
[0.114046, 0.321889],
[0.120122, 0.323914],
[0.119661, 0.320968],
[0.119293, 0.324466],
[0.120214, 0.324650],
[0.118649, 0.321889],
[0.114323, 0.324374],
[0.114783, 0.322073],
[0.111929, 0.321337],
[0.117728, 0.323362],
[0.115519, 0.325571],
[0.119845, 0.330817],
[0.123895, 0.336248],
[0.123251, 0.331830],
[0.122239, 0.328516],
[0.121410, 0.324006]
]

rf_evo_c = [
    [0.009941, 0.030928],
[0.013439, 0.032677],
[0.016568, 0.051638],
[0.012518, 0.062684],
[0.020895, 0.053848],
[0.022920, 0.053203],
[0.024392, 0.058818],
[0.027706, 0.063697],
[0.025681, 0.081830],
[0.015832, 0.077780],
[0.015740, 0.071060],
[0.020527, 0.071981],
[0.019514, 0.080173],
[0.024485, 0.099871],
[0.036175, 0.123159],
[0.036635, 0.124724],
[0.034702, 0.129418],
[0.032493, 0.135125],
[0.032309, 0.147183],
[0.031480, 0.150129],
[0.031756, 0.152062],
[0.032677, 0.150497],
[0.034242, 0.156664],
[0.038108, 0.158597],
[0.034794, 0.153627],
[0.032585, 0.152154],
[0.030928, 0.154639],
[0.030928, 0.162003],
[0.031572, 0.163936],
[0.034518, 0.162095],
[0.034334, 0.159426],
[0.036359, 0.162647],
[0.033137, 0.156388],
[0.034518, 0.158873],
[0.034886, 0.162739],
[0.031940, 0.158045],
[0.033505, 0.158873],
[0.032677, 0.162463],
[0.029823, 0.163476],
[0.031480, 0.166145],
[0.031572, 0.164948],
[0.032677, 0.170011],
[0.029179, 0.164488],
[0.030928, 0.165041],
[0.028443, 0.162923],
[0.027890, 0.170195],
[0.028535, 0.168630],
[0.030836, 0.179400],
[0.033045, 0.175442],
[0.030836, 0.178295],
[0.035254, 0.179124],
[0.036635, 0.177743],
[0.037371, 0.171944],
[0.037923, 0.169919],
[0.039120, 0.171944],
[0.038844, 0.170195],
[0.039764, 0.171668],
[0.038108, 0.174797],
[0.039028, 0.181517],
[0.041237, 0.183082],
[0.039120, 0.185291],
[0.040961, 0.188420],
[0.040869, 0.185935],
[0.041973, 0.192102],
[0.042434, 0.187776],
[0.041513, 0.185475],
[0.046576, 0.188973],
[0.046024, 0.181425],
[0.044735, 0.185843],
[0.045195, 0.185475],
[0.040961, 0.185935],
[0.042342, 0.193575],
[0.043630, 0.192102],
[0.040685, 0.189617],
[0.040961, 0.186119],
[0.041973, 0.184554],
[0.042802, 0.184923],
[0.044643, 0.182161],
[0.047036, 0.186764],
[0.047404, 0.183358],
[0.048693, 0.188236],
[0.047588, 0.180228],
[0.049153, 0.183174],
[0.046116, 0.183910],
[0.046116, 0.187408],
[0.046116, 0.188328],
[0.042434, 0.194311],
[0.037279, 0.194035],
[0.037371, 0.190998],
[0.037187, 0.191090],
[0.040041, 0.190446],
[0.041973, 0.192931],
[0.045011, 0.194496],
[0.046576, 0.188052],
[0.051638, 0.181149],
[0.060107, 0.180136],
[0.062592, 0.184739],
[0.062684, 0.183266],
[0.060567, 0.188513],
[0.057437, 0.191274],
[0.052007, 0.191642],
[0.044275, 0.196797],
[0.041329, 0.197349],
[0.042066, 0.199190],
[0.046024, 0.199834],
[0.043170, 0.201399],
[0.041237, 0.192931],
[0.043170, 0.195784],
[0.044643, 0.197349],
[0.047312, 0.192839],
[0.045932, 0.198085],
[0.053940, 0.197165],
[0.053756, 0.204437],
[0.062684, 0.198085],
[0.066366, 0.200847],
[0.070416, 0.200203],
[0.070140, 0.200755],
[0.074098, 0.202688],
[0.073730, 0.206001],
[0.072993, 0.210696],
[0.069404, 0.202504],
[0.066274, 0.201307],
[0.063789, 0.202688],
[0.064433, 0.202780],
[0.062132, 0.204897],
[0.060659, 0.206278],
[0.064525, 0.218980],
[0.063420, 0.214562],
[0.067563, 0.218060],
[0.071244, 0.218152],
[0.071152, 0.215851],
[0.070600, 0.216035],
[0.072717, 0.214470],
[0.066274, 0.212629],
[0.065446, 0.209315],
[0.067839, 0.210972],
[0.074374, 0.210512],
[0.072717, 0.209407],
[0.070600, 0.207106],
[0.073454, 0.208211],
[0.076307, 0.210236],
[0.072993, 0.210052],
[0.074006, 0.206554],
[0.077135, 0.208947],
[0.084039, 0.209315],
[0.083487, 0.210420],
[0.084223, 0.207474],
[0.083303, 0.208211],
[0.083947, 0.208395],
[0.083119, 0.211156],
[0.086524, 0.205081],
[0.087077, 0.208487],
[0.091955, 0.207842],
[0.089930, 0.207934],
[0.091771, 0.209683],
[0.090206, 0.217784],
[0.092507, 0.209959],
[0.090390, 0.219532],
[0.095269, 0.218796],
[0.096834, 0.212629],
[0.098030, 0.219072],
[0.092784, 0.216955],
[0.097570, 0.215666],
[0.096557, 0.211156],
[0.095361, 0.209867],
[0.091679, 0.207290],
[0.091495, 0.206094],
[0.091311, 0.210696],
[0.090758, 0.206554],
[0.089194, 0.205633],
[0.088549, 0.204253],
[0.089102, 0.207842],
[0.087169, 0.201675],
[0.083395, 0.208671],
[0.082474, 0.205449],
[0.084775, 0.204161],
[0.083671, 0.210236],
[0.088273, 0.202320],
[0.093704, 0.208671],
[0.099411, 0.206278],
[0.102725, 0.209223],
[0.104381, 0.206370],
[0.103921, 0.208119],
[0.098859, 0.211248],
[0.093704, 0.214194],
[0.088457, 0.212813],
[0.080357, 0.211800],
[0.080449, 0.208395],
[0.085972, 0.211340],
[0.087997, 0.208579],
[0.090298, 0.207566],
[0.097386, 0.205725],
[0.096189, 0.212721],
[0.093612, 0.207842],
[0.097846, 0.208303],
[0.098767, 0.208579],
[0.095085, 0.207750],
[0.095453, 0.205909],
[0.096005, 0.206370],
[0.098214, 0.206830],
[0.103277, 0.207014],
[0.104105, 0.210144],
[0.099871, 0.209775],
[0.096373, 0.211156],
[0.090482, 0.207934],
[0.089654, 0.213089],
[0.088549, 0.214378],
[0.084683, 0.210696],
[0.087445, 0.211892],
[0.090666, 0.209039],
[0.095269, 0.211985],
[0.101804, 0.213365],
[0.110917, 0.222754],
[0.113034, 0.219809],
[0.107695, 0.221373],
[0.105578, 0.222018],
[0.097938, 0.222294],
[0.090574, 0.219072],
[0.084131, 0.218244],
[0.085972, 0.225423],
[0.086156, 0.221834],
[0.090390, 0.222662],
[0.099871, 0.225147],
[0.101528, 0.227448],
[0.110365, 0.225147],
[0.111101, 0.223490],
[0.105118, 0.224687],
[0.099871, 0.221834],
[0.100515, 0.223767],
[0.091219, 0.216035],
[0.081462, 0.216495],
[0.077228, 0.216955],
[0.078516, 0.223767],
[0.081738, 0.220361],
[0.091955, 0.221834],
[0.100055, 0.228001],
[0.099411, 0.225792],
[0.105946, 0.231222],
[0.107511, 0.234628],
[0.096465, 0.236561],
[0.092047, 0.237666],
[0.091955, 0.236561],
[0.088457, 0.227633],
[0.087261, 0.233616],
[0.085512, 0.236469],
[0.090574, 0.236009],
[0.090206, 0.233800],
[0.094624, 0.235549],
[0.092231, 0.235733],
[0.099871, 0.241532],
[0.099135, 0.239967],
[0.094993, 0.242176],
[0.093704, 0.237482],
[0.084867, 0.243004],
[0.077872, 0.243373],
[0.081830, 0.243004],
[0.087629, 0.242360],
[0.085788, 0.242636],
[0.089102, 0.246042],
[0.094993, 0.246870],
[0.092231, 0.248435],
[0.085880, 0.244661],
[0.082658, 0.246502],
[0.077596, 0.247331],
[0.074650, 0.248159],
[0.082198, 0.252485],
[0.086616, 0.252669],
[0.090482, 0.257180],
[0.094072, 0.257548],
[0.096649, 0.252393],
[0.102172, 0.253958],
[0.092415, 0.251381],
[0.093152, 0.254418],
[0.087997, 0.251013],
[0.086340, 0.254510],
[0.084315, 0.254234],
[0.085420, 0.254418],
[0.089930, 0.255799],
[0.097662, 0.258192],
[0.100423, 0.250368],
[0.101160, 0.251749],
[0.102725, 0.251749],
[0.098490, 0.253314],
[0.102080, 0.255523],
[0.101344, 0.260677],
[0.105394, 0.261690],
[0.101620, 0.262334],
[0.100331, 0.268778],
[0.102264, 0.266292],
[0.102172, 0.272828],
[0.104289, 0.266845],
[0.101804, 0.264635],
[0.099687, 0.270527],
[0.097754, 0.261230],
[0.094072, 0.263163],
[0.093704, 0.261690],
[0.095361, 0.262979],
[0.101068, 0.262610],
[0.106959, 0.269238],
[0.108892, 0.267857],
[0.104381, 0.272367],
[0.102080, 0.272920],
[0.101804, 0.270895],
[0.096189, 0.265188],
[0.091955, 0.263163],
[0.092415, 0.261230],
[0.092876, 0.261690],
[0.089838, 0.263623],
[0.094072, 0.263623],
[0.097662, 0.263623],
[0.099871, 0.263347],
[0.099043, 0.267213],
[0.101620, 0.269054],
[0.100239, 0.268041],
[0.101068, 0.262887],
[0.097018, 0.260217],
[0.092691, 0.261138],
[0.093060, 0.259757],
[0.091219, 0.256996],
[0.089562, 0.261322],
[0.086892, 0.264543],
[0.084315, 0.263439],
[0.090114, 0.266661],
[0.089286, 0.269146],
[0.100239, 0.262703],
[0.105762, 0.265648],
[0.111929, 0.267949],
[0.115427, 0.263255],
[0.116716, 0.266200],
[0.113310, 0.263531],
[0.106775, 0.262150],
[0.099595, 0.261506],
[0.099595, 0.263071],
[0.102080, 0.262150],
[0.112574, 0.266937],
[0.112850, 0.267213],
[0.112205, 0.265280],
[0.122147, 0.267305],
[0.122607, 0.266568],
[0.121410, 0.263715],
[0.108984, 0.259941],
[0.109260, 0.256719],
[0.113034, 0.258837],
[0.110365, 0.260033],
[0.113954, 0.263807],
[0.114599, 0.266937],
[0.116163, 0.266661],
[0.115979, 0.262426],
[0.116163, 0.262334],
[0.111561, 0.269790],
[0.110641, 0.269054],
[0.116256, 0.270619],
[0.118833, 0.274945],
[0.118004, 0.283689],
[0.122975, 0.275681],
[0.119201, 0.279639],
[0.116992, 0.281204],
[0.116716, 0.277062],
[0.111745, 0.276786],
[0.108339, 0.272275],
[0.106314, 0.272736],
[0.111469, 0.271539],
[0.115059, 0.269606],
[0.120490, 0.271263],
[0.127393, 0.274024],
[0.123159, 0.275037],
[0.122054, 0.272459],
[0.116808, 0.273288],
[0.109352, 0.269238],
[0.106038, 0.268133],
[0.106683, 0.268870],
[0.105670, 0.275589],
[0.110365, 0.279455],
[0.108339, 0.280652],
[0.115611, 0.276878],
[0.115887, 0.273288],
[0.114230, 0.276602],
[0.113586, 0.278166],
[0.116071, 0.279087],
[0.121042, 0.279547],
[0.118373, 0.280836],
[0.116900, 0.278351],
[0.113862, 0.275865],
[0.115335, 0.274761],
[0.107143, 0.271631],
[0.111193, 0.267581],
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[0.108063, 0.268133],
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[0.111653, 0.267857],
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[0.101068, 0.269790],
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[0.106683, 0.271999],
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[0.112758, 0.274945],
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[0.113586, 0.278074],
[0.113126, 0.280928],
[0.113494, 0.277982],
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[0.123159, 0.286819],
[0.117912, 0.283045],
[0.120214, 0.289028],
[0.122147, 0.289948],
[0.120766, 0.283045],
[0.119937, 0.284702],
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[0.121134, 0.287463],
[0.119477, 0.289120],
[0.120214, 0.290593],
[0.120398, 0.294735],
[0.120766, 0.295103],
[0.122147, 0.294919],
[0.121226, 0.297588],
[0.122699, 0.296484],
[0.119017, 0.294919],
[0.113678, 0.288200],
[0.114415, 0.287463],
[0.116071, 0.292434],
[0.117360, 0.292986],
[0.121870, 0.297496],
[0.122607, 0.299797],
[0.128406, 0.302835],
[0.130615, 0.296484],
[0.134573, 0.295655],
[0.124908, 0.295563],
[0.123067, 0.293630],
[0.122699, 0.294459],
[0.115427, 0.285898],
[0.115059, 0.290777],
[0.109260, 0.287555],
[0.106591, 0.287095],
[0.114230, 0.287647],
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[0.113770, 0.285714],
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[0.115427, 0.287647],
[0.118833, 0.291881],
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[0.118925, 0.302743],
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[0.123711, 0.305136]
]

rf_evo0 = [
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[0.009849, 0.030468],
[0.012979, 0.045747],
[0.024024, 0.040593],
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[0.033413, 0.129142],
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[0.039856, 0.152798],
[0.033873, 0.144514],
[0.027614, 0.142949],
[0.029731, 0.150405],
[0.026141, 0.157861],
[0.028166, 0.166973],
[0.030099, 0.168722],
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[0.037463, 0.177743],
[0.035898, 0.175166],
[0.031940, 0.175074],
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[0.028719, 0.174061],
[0.026786, 0.172404],
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[0.031664, 0.181057],
[0.030836, 0.186856],
[0.034610, 0.183266],
[0.035438, 0.185567],
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[0.032953, 0.195876],
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[0.030376, 0.196429],
[0.031296, 0.192839],
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[0.034426, 0.196889],
[0.035162, 0.196429],
[0.033321, 0.202135],
[0.031020, 0.197625],
[0.031112, 0.199466],
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[0.033597, 0.196797],
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[0.036267, 0.201675],
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[0.035162, 0.200939],
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[0.037279, 0.199650],
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[0.039028, 0.197441],
[0.036819, 0.194219],
[0.038568, 0.196244],
[0.037279, 0.199190],
[0.039304, 0.198914],
[0.039120, 0.197257],
[0.038200, 0.197533],
[0.038384, 0.204805],
[0.038844, 0.200018],
[0.035346, 0.198914],
[0.033505, 0.199466],
[0.033137, 0.198546],
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[0.033873, 0.187408],
[0.033321, 0.183726],
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[0.030099, 0.205357],
[0.029823, 0.203884],
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[0.042710, 0.219993],
[0.044643, 0.217876],
[0.052007, 0.223675],
[0.057069, 0.224963],
[0.056977, 0.231683],
[0.058818, 0.231406],
[0.055873, 0.243465],
[0.060291, 0.243465],
[0.061211, 0.245306],
[0.062224, 0.249908],
[0.065353, 0.248711],
[0.065446, 0.247147],
[0.070324, 0.247883],
[0.075847, 0.246870],
[0.078976, 0.244937],
[0.084223, 0.243004],
[0.081462, 0.250736],
[0.079897, 0.243833],
[0.075387, 0.244753],
[0.066918, 0.248435],
[0.065077, 0.246042],
[0.064893, 0.246134],
[0.070508, 0.241716],
[0.074558, 0.244385],
[0.078516, 0.247331],
[0.080725, 0.245950],
[0.086064, 0.246778],
[0.088549, 0.250368],
[0.085236, 0.252577],
[0.082934, 0.253498],
[0.080265, 0.251473],
[0.077412, 0.250736],
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[0.077688, 0.256443],
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[0.068851, 0.254418],
[0.073454, 0.249724],
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[0.099227, 0.282585],
[0.093796, 0.283965],
[0.094440, 0.273472],
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[0.094348, 0.280284],
[0.099411, 0.288660],
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[0.105578, 0.290593],
[0.108524, 0.294367],
[0.109720, 0.298877],
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[0.130155, 0.336708],
[0.139912, 0.341863],
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]

rf_evo1 = [
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[0.018962, 0.055965],
[0.017857, 0.056701],
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[0.036819, 0.139728],
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[0.044275, 0.163476],
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[0.057069, 0.195416],
[0.053203, 0.204897],
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[0.040777, 0.203976],
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[0.074742, 0.218060],
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[0.062684, 0.224871],
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[0.067378, 0.232327],
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[0.083395, 0.219624],
[0.084407, 0.218060],
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[0.074926, 0.232787],
[0.070600, 0.233800],
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[0.074006, 0.244661],
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[0.078700, 0.237297],
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[0.180596, 0.406940],
[0.182161, 0.405928],
[0.181701, 0.406480],
[0.185015, 0.407124],
[0.174061, 0.406848],
[0.173049, 0.411543],
[0.171392, 0.408597],
[0.173417, 0.409610],
[0.171944, 0.408597],
[0.172496, 0.405468],
[0.168999, 0.406112],
[0.167434, 0.402890],
[0.162095, 0.405007],
[0.165777, 0.404087],
[0.163015, 0.407124],
[0.165685, 0.408045],
[0.167342, 0.405007],
[0.167710, 0.408505],
[0.167710, 0.408873],
[0.172312, 0.405007],
[0.178019, 0.407401],
[0.179308, 0.409886],
[0.179400, 0.409610],
[0.184186, 0.410622],
[0.168814, 0.405836],
[0.167434, 0.400037],
[0.166237, 0.402062],
[0.165777, 0.395619],
[0.167802, 0.400957],
[0.167342, 0.403074],
[0.170747, 0.405099],
[0.178203, 0.408873],
[0.178203, 0.408965],
[0.181241, 0.416789],
[0.187408, 0.415317],
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[0.185383, 0.417710],
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[0.184278, 0.421208],
[0.188144, 0.414396],
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[0.190446, 0.418538],
[0.187684, 0.420563],
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[0.179860, 0.421392],
[0.184186, 0.423601],
[0.181885, 0.425718],
[0.184002, 0.419919],
[0.182437, 0.420655],
[0.177467, 0.423141],
[0.176086, 0.420563],
[0.190906, 0.423877],
[0.197993, 0.426823],
[0.202228, 0.423509],
[0.203792, 0.423785],
[0.207290, 0.420747],
[0.208487, 0.419827],
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[0.199466, 0.425626],
[0.200755, 0.432253],
[0.200110, 0.423233],
[0.196613, 0.428848],
[0.199374, 0.429400],
[0.206278, 0.434923],
[0.198177, 0.428940],
[0.196152, 0.426823],
[0.193483, 0.424429],
[0.192747, 0.420471],
[0.193943, 0.423785],
[0.186487, 0.420747],
[0.198362, 0.422220],
[0.195876, 0.423601],
[0.200479, 0.427099],
[0.202228, 0.427651],
[0.207566, 0.434370],
[0.213181, 0.431885],
[0.208947, 0.428848],
[0.210420, 0.434462],
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[0.201123, 0.426823],
[0.198454, 0.424429],
[0.198270, 0.422588],
[0.195232, 0.424982],
[0.188881, 0.422588],
[0.176454, 0.422680],
[0.173601, 0.417066],
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[0.194496, 0.417802],
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[0.207014, 0.421300],
[0.208671, 0.428111],
[0.213457, 0.424982],
[0.209959, 0.423509],
[0.202043, 0.415225],
[0.201583, 0.415685],
[0.201399, 0.418170],
[0.200847, 0.420655],
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[0.196429, 0.415041],
[0.201307, 0.422496],
[0.203884, 0.419551],
[0.201307, 0.422496],
[0.198730, 0.422865],
[0.193667, 0.416973],
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[0.190169, 0.416329],
[0.183634, 0.414856],
[0.188328, 0.417802],
[0.197165, 0.425074],
[0.202596, 0.424890],
[0.210880, 0.430965],
[0.214838, 0.432806],
[0.212169, 0.438420],
[0.207106, 0.430504],
[0.203608, 0.427743],
[0.197717, 0.426730],
[0.193667, 0.424797],
[0.193667, 0.415961],
[0.195416, 0.417710],
[0.199926, 0.418262],
[0.200110, 0.421760],
[0.198822, 0.427467],
[0.202320, 0.427283],
[0.198454, 0.426823],
[0.202688, 0.427835],
[0.198914, 0.427467],
[0.202412, 0.421944],
[0.199006, 0.422404],
[0.198638, 0.420287],
[0.198730, 0.415869],
[0.202872, 0.422680],
[0.197349, 0.425994],
[0.189065, 0.428203],
[0.194404, 0.420655],
[0.187500, 0.428203],
[0.191918, 0.428387],
[0.187960, 0.424521],
[0.191550, 0.424521],
[0.184554, 0.422957],
[0.192010, 0.427743],
[0.195508, 0.425718],
[0.198638, 0.423693],
[0.203056, 0.422680],
[0.197441, 0.426270],
[0.195140, 0.429952],
[0.189985, 0.428295],
[0.188052, 0.426730],
[0.193207, 0.428940],
[0.194496, 0.425718],
[0.199742, 0.428019],
[0.207198, 0.427007],
[0.206922, 0.428479],
[0.205173, 0.425994],
[0.198177, 0.425810],
[0.198730, 0.422772],
[0.203516, 0.427467],
[0.194311, 0.419735],
[0.196797, 0.422957],
[0.200571, 0.427375],
[0.192471, 0.423417],
[0.192378, 0.418170],
[0.190353, 0.417250],
[0.192286, 0.423785],
[0.202780, 0.423325],
[0.197533, 0.422865],
[0.205633, 0.421208],
[0.203884, 0.430504],
[0.207014, 0.427375],
[0.209131, 0.431793],
[0.210052, 0.432069],
[0.212353, 0.434462],
[0.207934, 0.432898],
[0.213918, 0.433910],
[0.209223, 0.432069],
[0.202504, 0.432161],
[0.205817, 0.430412],
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[0.203976, 0.424797],
[0.205817, 0.429308],
[0.207566, 0.431425],
[0.206738, 0.433818],
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[0.208671, 0.431701],
[0.210236, 0.430689],
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[0.207382, 0.426178],
[0.207566, 0.421760],
[0.194404, 0.416237],
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[0.200847, 0.416697],
[0.203424, 0.422036],
[0.220361, 0.429676],
[0.216495, 0.428295],
[0.217784, 0.432898],
[0.218612, 0.427835],
[0.214194, 0.427559],
[0.213181, 0.434094],
[0.209223, 0.432622],
[0.212261, 0.430965],
[0.214010, 0.433082],
[0.211985, 0.430136],
[0.210880, 0.432806],
[0.216219, 0.434186],
[0.213089, 0.437868],
[0.210052, 0.429860],
[0.205357, 0.426638],
[0.207842, 0.430965],
[0.210052, 0.428940],
[0.206001, 0.429124],
[0.207566, 0.429860],
[0.209315, 0.432437],
[0.207014, 0.430873],
[0.207382, 0.430596],
[0.204621, 0.429860],
[0.198730, 0.425626],
[0.197073, 0.424429],
[0.193759, 0.423601],
[0.198362, 0.421576],
[0.195600, 0.426454],
[0.186948, 0.419551],
[0.185935, 0.418722],
[0.190538, 0.419735],
[0.190722, 0.422312],
[0.189801, 0.421208],
[0.189985, 0.423601],
[0.189341, 0.422588],
[0.182622, 0.414764],
[0.175258, 0.415317],
[0.182529, 0.419183],
[0.179124, 0.423141],
[0.181241, 0.420932],
[0.186027, 0.422865],
[0.191274, 0.425902],
[0.193023, 0.426178],
[0.201399, 0.429216],
[0.203332, 0.431241],
[0.209775, 0.430412],
[0.212721, 0.430136],
[0.208763, 0.424521],
[0.207290, 0.420839],
[0.198546, 0.421208],
[0.196337, 0.417986],
[0.190906, 0.422128],
[0.180873, 0.411082],
[0.181241, 0.411082],
[0.181057, 0.412003],
[0.180228, 0.412739],
[0.177467, 0.411635],
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[0.193391, 0.419643],
[0.191734, 0.419091],
[0.191642, 0.418170],
[0.189433, 0.421760]
]

rf_evo2 = [
    [0.008652, 0.006996],
[0.022828, 0.047680],
[0.019422, 0.066550],
[0.013439, 0.065814],
[0.013991, 0.074466],
[0.028719, 0.050810],
[0.034702, 0.049153],
[0.036082, 0.061948],
[0.035162, 0.079621],
[0.029823, 0.096834],
[0.024208, 0.101528],
[0.018778, 0.100884],
[0.021815, 0.102725],
[0.025129, 0.106038],
[0.029915, 0.109536],
[0.038200, 0.124172],
[0.039304, 0.136874],
[0.038568, 0.149392],
[0.034702, 0.155560],
[0.030560, 0.161543],
[0.032861, 0.167434],
[0.035714, 0.166145],
[0.040685, 0.164028],
[0.040961, 0.165777],
[0.047128, 0.158781],
[0.045839, 0.160806],
[0.045011, 0.165593],
[0.043722, 0.176915],
[0.043999, 0.177835],
[0.042342, 0.176823],
[0.040225, 0.175166],
[0.035438, 0.174521],
[0.037187, 0.175074],
[0.038936, 0.172496],
[0.039120, 0.176730],
[0.041973, 0.180781],
[0.039304, 0.182806],
[0.040409, 0.181793],
[0.038752, 0.185475],
[0.041881, 0.184739],
[0.041421, 0.183726],
[0.041973, 0.191274],
[0.042710, 0.190169],
[0.043722, 0.196429],
[0.044551, 0.194680],
[0.040317, 0.193575],
[0.039948, 0.198177],
[0.041053, 0.196981],
[0.042526, 0.196981],
[0.042618, 0.193299],
[0.043078, 0.198638],
[0.042802, 0.199282],
[0.040685, 0.201123],
[0.041329, 0.203424],
[0.038568, 0.202135],
[0.039856, 0.202504],
[0.039856, 0.203332],
[0.039212, 0.211064],
[0.041329, 0.206738],
[0.037463, 0.209959],
[0.040041, 0.203516],
[0.040869, 0.200387],
[0.040133, 0.200663],
[0.037371, 0.209315],
[0.040133, 0.202596],
[0.037095, 0.205909],
[0.037739, 0.203792],
[0.037647, 0.205357],
[0.040317, 0.205081],
[0.039764, 0.200663],
[0.040501, 0.200755],
[0.040685, 0.202872],
[0.041881, 0.201123],
[0.040501, 0.197625],
[0.040041, 0.201951],
[0.038844, 0.202964],
[0.042434, 0.205817],
[0.043538, 0.204897],
[0.041605, 0.206001],
[0.042250, 0.203424],
[0.044643, 0.204713],
[0.041513, 0.207198],
[0.039304, 0.207750],
[0.039580, 0.208119],
[0.039028, 0.207658],
[0.036635, 0.209683],
[0.036359, 0.212353],
[0.037187, 0.210880],
[0.036267, 0.212997],
[0.038292, 0.209407],
[0.038108, 0.211064],
[0.040317, 0.217139],
[0.038844, 0.213273],
[0.040133, 0.205633],
[0.039120, 0.204805],
[0.040961, 0.206094],
[0.040961, 0.208395],
[0.040869, 0.204345],
[0.040501, 0.207290],
[0.041973, 0.209499],
[0.044091, 0.210880],
[0.040685, 0.212077],
[0.041053, 0.213457],
[0.041973, 0.212169],
[0.045471, 0.210236],
[0.046944, 0.211432],
[0.046024, 0.212077],
[0.051454, 0.212445],
[0.051638, 0.214286],
[0.055044, 0.210420],
[0.057345, 0.213733],
[0.055136, 0.215390],
[0.057437, 0.209131],
[0.054584, 0.214654],
[0.055689, 0.217323],
[0.056333, 0.211248],
[0.055873, 0.214838],
[0.064249, 0.215022],
[0.061764, 0.211432],
[0.066458, 0.209591],
[0.065998, 0.211064],
[0.068299, 0.210144],
[0.069404, 0.216587],
[0.064985, 0.214010],
[0.064341, 0.211616],
[0.062592, 0.217876],
[0.064801, 0.217047],
[0.064157, 0.216587],
[0.067471, 0.220453],
[0.069864, 0.228001],
[0.071152, 0.228001],
[0.065353, 0.227817],
[0.064893, 0.226712],
[0.067747, 0.226528],
[0.063881, 0.225884],
[0.066366, 0.227817],
[0.067563, 0.232879],
[0.063973, 0.234260],
[0.063973, 0.226804],
[0.068391, 0.226712],
[0.066182, 0.222662],
[0.071152, 0.227725],
[0.076951, 0.226988],
[0.074742, 0.228185],
[0.068943, 0.225331],
[0.066642, 0.224503],
[0.067839, 0.229381],
[0.067286, 0.236837],
[0.069127, 0.240979],
[0.066458, 0.237021],
[0.064617, 0.235917],
[0.062868, 0.230486],
[0.061119, 0.230486],
[0.064065, 0.239230],
[0.066550, 0.240703],
[0.069404, 0.250184],
[0.074834, 0.252761],
[0.075110, 0.241532],
[0.072809, 0.243189],
[0.074926, 0.239507],
[0.081094, 0.236561],
[0.074650, 0.243925],
[0.068759, 0.243281],
[0.072717, 0.251473],
[0.069219, 0.252209],
[0.069864, 0.257916],
[0.070048, 0.260493],
[0.068207, 0.264359],
[0.066458, 0.261414],
[0.066642, 0.257824],
[0.064433, 0.250920],
[0.061580, 0.248251],
[0.058542, 0.247791],
[0.053479, 0.246502],
[0.057253, 0.249724],
[0.059278, 0.254786],
[0.066366, 0.263439],
[0.075571, 0.273196],
[0.078700, 0.267305],
[0.077780, 0.269054],
[0.075939, 0.263623],
[0.073454, 0.260585],
[0.065998, 0.254971],
[0.066642, 0.250736],
[0.064065, 0.250552],
[0.062868, 0.253222],
[0.058174, 0.256443],
[0.063236, 0.259849],
[0.074558, 0.261506],
[0.079621, 0.262518],
[0.081738, 0.264820],
[0.083487, 0.264543],
[0.082934, 0.265464],
[0.072717, 0.269146],
[0.075847, 0.265740],
[0.072809, 0.261874],
[0.073362, 0.266845],
[0.077780, 0.265004],
[0.078056, 0.274392],
[0.078608, 0.276694],
[0.082658, 0.274945],
[0.082290, 0.277982],
[0.075663, 0.273472],
[0.076123, 0.272644],
[0.073638, 0.274761],
[0.075479, 0.272459],
[0.074834, 0.271171],
[0.077964, 0.274392],
[0.084407, 0.276878],
[0.089470, 0.283505],
[0.092784, 0.287003],
[0.095177, 0.281204],
[0.094993, 0.285070],
[0.099963, 0.285162],
[0.093704, 0.281940],
[0.095913, 0.278535],
[0.089194, 0.285438],
[0.084499, 0.283505],
[0.082842, 0.283137],
[0.085236, 0.284149],
[0.090206, 0.291789],
[0.090114, 0.293262],
[0.094716, 0.290133],
[0.099043, 0.296208],
[0.100976, 0.299061],
[0.100147, 0.298509],
[0.102541, 0.298049],
[0.095085, 0.294643],
[0.093152, 0.297404],
[0.089470, 0.289212],
[0.088089, 0.290317],
[0.092231, 0.290685],
[0.092691, 0.295195],
[0.098214, 0.297128],
[0.097754, 0.296484],
[0.097294, 0.288292],
[0.098767, 0.281480],
[0.096373, 0.282585],
[0.094072, 0.283413],
[0.091771, 0.276602],
[0.091771, 0.278351],
[0.085236, 0.276878],
[0.089286, 0.281296],
[0.083211, 0.278719],
[0.084683, 0.279271],
[0.082934, 0.277522],
[0.080633, 0.278811],
[0.082198, 0.272091],
[0.082474, 0.276049],
[0.080541, 0.272552],
[0.081830, 0.277246],
[0.087997, 0.277154],
[0.087353, 0.271263],
[0.089010, 0.276141],
[0.089562, 0.276049],
[0.087077, 0.275037],
[0.093152, 0.275037],
[0.096373, 0.278443],
[0.101988, 0.274669],
[0.095085, 0.274485],
[0.099871, 0.272459],
[0.094440, 0.277614],
[0.093704, 0.276878],
[0.094164, 0.279455],
[0.093612, 0.281940],
[0.094624, 0.279179],
[0.093612, 0.277890],
[0.090206, 0.275497],
[0.086340, 0.272275],
[0.085972, 0.274945],
[0.089746, 0.274208],
[0.087445, 0.277154],
[0.088918, 0.278811],
[0.091311, 0.280652],
[0.100331, 0.278443],
[0.103461, 0.285622],
[0.107327, 0.291513],
[0.109812, 0.292066],
[0.112482, 0.296300],
[0.107143, 0.292434],
[0.102909, 0.286175],
[0.096926, 0.284610],
[0.090666, 0.282032],
[0.086708, 0.283597],
[0.086800, 0.282401],
[0.096926, 0.291237],
[0.100976, 0.299153],
[0.107051, 0.297036],
[0.112390, 0.299061],
[0.112666, 0.301915],
[0.105026, 0.301454],
[0.101712, 0.294919],
[0.099595, 0.292802],
[0.096373, 0.288476],
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[0.209039, 0.427099],
[0.206554, 0.429676],
[0.206738, 0.428479],
[0.207566, 0.428571],
[0.206554, 0.422865],
[0.205817, 0.421944],
[0.207014, 0.426915],
[0.205265, 0.425902],
[0.208027, 0.421300],
[0.212261, 0.424797],
[0.212169, 0.428848],
[0.215851, 0.423785],
[0.218796, 0.419643],
[0.214930, 0.425258],
[0.216679, 0.426823],
[0.213549, 0.422128],
[0.211616, 0.423049],
[0.211892, 0.419459],
[0.211800, 0.422772],
[0.212077, 0.422588],
[0.208487, 0.423969],
[0.210420, 0.422957],
[0.209499, 0.425074],
[0.207934, 0.422404],
[0.207290, 0.422496],
[0.211156, 0.419367],
[0.210788, 0.423141],
[0.212813, 0.427467],
[0.215390, 0.425258],
[0.211248, 0.422680],
[0.212261, 0.425718],
[0.217415, 0.427283],
[0.216587, 0.433910],
[0.218612, 0.427467],
[0.218612, 0.426915],
[0.218980, 0.423233],
[0.217415, 0.421852],
[0.213549, 0.419643],
[0.216035, 0.424890],
[0.223675, 0.424245],
[0.217691, 0.421944],
[0.218796, 0.424521],
[0.219809, 0.423969],
[0.215666, 0.426546],
[0.218428, 0.424890],
[0.218060, 0.423233],
[0.211340, 0.426915],
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[0.212721, 0.423877],
[0.218060, 0.426270],
[0.223951, 0.425534],
[0.224043, 0.423509],
[0.229566, 0.425810],
[0.226344, 0.425626],
[0.219901, 0.421760],
[0.215022, 0.414212],
[0.212721, 0.416421],
[0.212077, 0.416697],
[0.203332, 0.418814],
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[0.203700, 0.421208],
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[0.213365, 0.431425],
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[0.206278, 0.423601],
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[0.202872, 0.420563],
[0.203608, 0.422680],
[0.202320, 0.423233],
[0.203792, 0.423509],
[0.199742, 0.418630],
[0.204161, 0.423509],
[0.197809, 0.423785],
[0.200939, 0.424153],
[0.205909, 0.423601],
[0.209315, 0.427191],
[0.209223, 0.426915],
[0.210420, 0.425626],
[0.206738, 0.426362],
[0.204713, 0.424890],
[0.203424, 0.425718],
[0.200203, 0.421392],
[0.197533, 0.422312],
[0.196060, 0.423141],
[0.199926, 0.422496],
[0.198546, 0.421668],
[0.197533, 0.424337],
[0.193667, 0.422404],
[0.188881, 0.422036],
[0.195232, 0.418630],
[0.203332, 0.423049],
[0.205357, 0.426362],
[0.207290, 0.425902],
[0.206646, 0.422404],
[0.202688, 0.421208],
[0.204989, 0.422865],
[0.199834, 0.425534],
[0.203240, 0.426638],
[0.204068, 0.426270],
[0.205541, 0.426178],
[0.211064, 0.425074],
[0.208487, 0.431793],
[0.212445, 0.429952],
[0.212721, 0.428479],
[0.218796, 0.422588],
[0.214562, 0.422865],
[0.211340, 0.423141],
[0.206370, 0.424797],
[0.206738, 0.427283],
[0.207290, 0.423969],
[0.205909, 0.426823],
[0.217691, 0.422496],
[0.219716, 0.428387],
[0.221373, 0.432069],
[0.223767, 0.428387],
[0.219624, 0.426454],
[0.218060, 0.424890],
[0.206094, 0.426362],
[0.209683, 0.429032],
[0.210052, 0.428111],
[0.213273, 0.424797],
[0.219348, 0.421668],
[0.217599, 0.425626],
[0.218428, 0.429584],
[0.216863, 0.431885],
[0.214838, 0.428387],
[0.217876, 0.430965],
[0.221373, 0.426546],
[0.218428, 0.428756],
[0.224135, 0.427099],
[0.221005, 0.430044],
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[0.207474, 0.427559],
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[0.216495, 0.430044],
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[0.211064, 0.420287],
[0.219716, 0.426270],
[0.220453, 0.428663],
[0.226988, 0.424521],
[0.222662, 0.429952],
[0.229013, 0.434923],
[0.220361, 0.427467],
[0.214746, 0.429032],
[0.215758, 0.432253],
[0.223490, 0.435383],
[0.231499, 0.438973],
[0.232511, 0.435199],
[0.240427, 0.437776],
[0.226160, 0.429952],
[0.215114, 0.432253],
[0.199282, 0.428571],
[0.199374, 0.423233],
[0.197165, 0.419275],
[0.209223, 0.424061],
[0.216403, 0.421668],
[0.219993, 0.420287],
[0.225423, 0.424429],
[0.225700, 0.417710],
[0.224135, 0.417986],
[0.220821, 0.417986],
[0.208211, 0.416237],
[0.202872, 0.419091],
[0.203424, 0.416789],
[0.201307, 0.422312],
[0.205633, 0.422220],
[0.210420, 0.425350],
[0.215851, 0.424797],
[0.211708, 0.423325],
[0.207290, 0.423417],
[0.202688, 0.422588],
[0.206830, 0.421668],
[0.206278, 0.418999],
[0.209315, 0.421024],
[0.213641, 0.418722],
[0.214930, 0.423417],
[0.217415, 0.424061],
[0.218520, 0.425166],
[0.218244, 0.428756],
[0.212537, 0.429952],
[0.207014, 0.432437],
[0.210328, 0.425258],
[0.211248, 0.428111],
[0.201951, 0.431701],
[0.202964, 0.430504],
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[0.208947, 0.436211],
[0.210696, 0.433910],
[0.209591, 0.432529],
[0.211432, 0.435475],
[0.211616, 0.437592],
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[0.230394, 0.436856],
[0.228185, 0.435475],
[0.229381, 0.431241],
[0.230302, 0.428756]
]

rf_evo3 = [
    [0.009389, 0.002577],
[0.019514, 0.035714],
[0.022091, 0.059002],
[0.023288, 0.062408],
[0.034518, 0.059554],
[0.036911, 0.060199],
[0.028443, 0.060383],
[0.015740, 0.061856],
[0.014359, 0.069956],
[0.016476, 0.078056],
[0.021631, 0.084867],
[0.029639, 0.088089],
[0.026970, 0.084315],
[0.024116, 0.084775],
[0.020250, 0.093980],
[0.017029, 0.102541],
[0.019422, 0.110917],
[0.026970, 0.115335],
[0.027890, 0.121962],
[0.029731, 0.122147],
[0.027062, 0.126749],
[0.027522, 0.128774],
[0.025405, 0.131167],
[0.022736, 0.138071],
[0.023932, 0.147275],
[0.024208, 0.154087],
[0.023472, 0.155284],
[0.027154, 0.159610],
[0.027522, 0.163936],
[0.028443, 0.162279],
[0.030191, 0.169643],
[0.030652, 0.170287],
[0.029915, 0.174337],
[0.029731, 0.172772],
[0.031020, 0.174521],
[0.029639, 0.178111],
[0.030007, 0.180873],
[0.030836, 0.184462],
[0.030191, 0.184002],
[0.031388, 0.187132],
[0.035070, 0.191550],
[0.036635, 0.196152],
[0.037279, 0.190077],
[0.037647, 0.194219],
[0.038200, 0.197257],
[0.035162, 0.193391],
[0.034426, 0.194864],
[0.034242, 0.195140],
[0.032677, 0.197257],
[0.032401, 0.195140],
[0.033781, 0.188328],
[0.037003, 0.186027],
[0.036175, 0.185567],
[0.037463, 0.184554],
[0.040685, 0.184094],
[0.040685, 0.183082],
[0.042250, 0.188328],
[0.039672, 0.187868],
[0.037555, 0.188605],
[0.035714, 0.189249],
[0.038108, 0.193483],
[0.034149, 0.190814],
[0.033229, 0.191642],
[0.033781, 0.192286],
[0.034057, 0.194588],
[0.035622, 0.194219],
[0.033689, 0.192010],
[0.036359, 0.202135],
[0.039488, 0.196060],
[0.037187, 0.199006],
[0.042434, 0.206462],
[0.039212, 0.194956],
[0.036635, 0.191458],
[0.036359, 0.193207],
[0.036359, 0.193115],
[0.033873, 0.188420],
[0.033505, 0.188605],
[0.033229, 0.186580],
[0.030560, 0.184923],
[0.034978, 0.184554],
[0.034426, 0.185383],
[0.033045, 0.187500],
[0.033689, 0.189985],
[0.032677, 0.187132],
[0.033689, 0.184186],
[0.033597, 0.184831],
[0.031204, 0.183450],
[0.033965, 0.182806],
[0.031020, 0.175718],
[0.033229, 0.175258],
[0.031664, 0.174429],
[0.032032, 0.172588],
[0.034334, 0.173325],
[0.034794, 0.170655],
[0.035346, 0.168906],
[0.032769, 0.171208],
[0.031940, 0.174521],
[0.034242, 0.173233],
[0.031112, 0.177835],
[0.033413, 0.188420],
[0.030560, 0.187224],
[0.033505, 0.185935],
[0.031204, 0.187868],
[0.031664, 0.187132],
[0.032953, 0.188144],
[0.034149, 0.187868],
[0.032769, 0.187684],
[0.034149, 0.189433],
[0.034610, 0.187868],
[0.037923, 0.189433],
[0.032953, 0.190722],
[0.036543, 0.185475],
[0.037095, 0.189065],
[0.037371, 0.190353],
[0.036175, 0.187592],
[0.037739, 0.192563],
[0.036819, 0.193575],
[0.034886, 0.193207],
[0.034242, 0.192931],
[0.031664, 0.190814],
[0.031020, 0.192010],
[0.030652, 0.187592],
[0.033413, 0.184647],
[0.033321, 0.191734],
[0.033597, 0.187408],
[0.032401, 0.188144],
[0.029455, 0.182345],
[0.029271, 0.180965],
[0.030928, 0.178295],
[0.031112, 0.181241],
[0.033045, 0.178756],
[0.033689, 0.182714],
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[0.031940, 0.186303],
[0.034057, 0.184370],
[0.031388, 0.187408],
[0.030744, 0.188144],
[0.032861, 0.186672],
[0.030191, 0.181057],
[0.031664, 0.182069],
[0.035898, 0.173141],
[0.034978, 0.177283],
[0.033505, 0.179676],
[0.033229, 0.176638],
[0.031664, 0.180044],
[0.030836, 0.178387],
[0.029639, 0.178295],
[0.033321, 0.178848],
[0.030099, 0.177651],
[0.030099, 0.179216],
[0.036359, 0.176823],
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[0.032585, 0.178571],
[0.034057, 0.179492],
[0.035806, 0.177651],
[0.033505, 0.181885],
[0.036635, 0.180965],
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[0.030099, 0.182253],
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[0.031020, 0.188236],
[0.030744, 0.190998],
[0.031572, 0.194127],
[0.029639, 0.191826],
[0.030836, 0.190353],
[0.028903, 0.188328],
[0.033229, 0.193759],
[0.033965, 0.191274],
[0.034886, 0.192010],
[0.034242, 0.192839],
[0.034518, 0.191458],
[0.034794, 0.192563],
[0.035438, 0.192194],
[0.038476, 0.191734],
[0.035162, 0.189801],
[0.035438, 0.187868],
[0.035530, 0.183726],
[0.034794, 0.186395],
[0.034978, 0.184554],
[0.031480, 0.178295],
[0.030284, 0.177007],
[0.026510, 0.176823],
[0.025405, 0.172588],
[0.025313, 0.174337],
[0.028995, 0.176270],
[0.028074, 0.178571],
[0.029271, 0.181057],
[0.033689, 0.183910],
[0.035806, 0.181885],
[0.041513, 0.180689],
[0.042066, 0.184647],
[0.045287, 0.189341],
[0.047128, 0.187960],
[0.042894, 0.188328],
[0.041697, 0.189617],
[0.039488, 0.195784],
[0.037463, 0.198270],
[0.038936, 0.202228],
[0.032861, 0.205081],
[0.034334, 0.206738],
[0.035622, 0.209131],
[0.037555, 0.211248],
[0.035254, 0.208579],
[0.036267, 0.207474],
[0.036175, 0.205541],
[0.036543, 0.203516],
[0.038292, 0.204345],
[0.036082, 0.201123],
[0.035346, 0.201859],
[0.040593, 0.204529],
[0.041145, 0.205817],
[0.040501, 0.197901],
[0.037003, 0.197901],
[0.037923, 0.200203],
[0.040685, 0.194127],
[0.037647, 0.192655],
[0.042894, 0.198085],
[0.041421, 0.197625],
[0.044275, 0.195416],
[0.043630, 0.195876],
[0.045932, 0.201675],
[0.043906, 0.201491],
[0.041513, 0.199006],
[0.039304, 0.202780],
[0.040225, 0.206462],
[0.042066, 0.202688],
[0.038660, 0.199558],
[0.039488, 0.200939],
[0.041513, 0.197809],
[0.044367, 0.199834],
[0.044827, 0.195968],
[0.047404, 0.195968],
[0.049429, 0.197257],
[0.051730, 0.201031],
[0.053387, 0.206830],
[0.054768, 0.206462],
[0.057529, 0.209683],
[0.053756, 0.212813],
[0.055320, 0.210420],
[0.046484, 0.209407],
[0.041053, 0.202872],
[0.038660, 0.202688],
[0.038384, 0.204529],
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[0.230026, 0.428940]
]

rf_evo4 = [
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[0.008008, 0.025497],
[0.017397, 0.053848],
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[0.011138, 0.066090],
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[0.017305, 0.074926],
[0.017305, 0.070416],
[0.017029, 0.079068],
[0.016384, 0.076951],
[0.017305, 0.086064],
[0.019790, 0.090574],
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[0.011414, 0.097202],
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[0.015464, 0.122054],
[0.015372, 0.126933],
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[0.020066, 0.152338],
[0.022367, 0.160254],
[0.023472, 0.164856],
[0.028903, 0.174337],
[0.030099, 0.175810],
[0.029547, 0.182529],
[0.029915, 0.181425],
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[0.030652, 0.185199],
[0.035438, 0.182161],
[0.035254, 0.187040],
[0.035806, 0.185199],
[0.034334, 0.185659],
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[0.034057, 0.199926],
[0.037647, 0.201951],
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[0.037095, 0.199466],
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[0.030928, 0.206001],
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[0.043354, 0.211985],
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[0.039212, 0.209407],
[0.035990, 0.206738],
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[0.036082, 0.206922],
[0.035806, 0.206186],
[0.037095, 0.202596],
[0.040409, 0.204068],
[0.044275, 0.206370],
[0.050166, 0.207474],
[0.048509, 0.204068],
[0.051823, 0.208855],
[0.044919, 0.212353],
[0.042802, 0.194035],
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[0.047772, 0.201951],
[0.048693, 0.205633],
[0.048049, 0.202228],
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[0.051178, 0.206462],
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[0.055504, 0.228185],
[0.050994, 0.232971],
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[0.055965, 0.235365],
[0.059739, 0.235549],
[0.063513, 0.240427],
[0.070048, 0.242820],
[0.073085, 0.243557],
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[0.077504, 0.241900],
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[0.066458, 0.230210],
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[0.056241, 0.230118],
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[0.058910, 0.229197],
[0.064157, 0.229381],
[0.070140, 0.230026],
[0.068299, 0.231591],
[0.073730, 0.233339],
[0.069956, 0.238954],
[0.071521, 0.237574],
[0.072809, 0.238402],
[0.070048, 0.241256],
[0.071797, 0.242084],
[0.067839, 0.235733],
[0.066182, 0.234904],
[0.065169, 0.231130],
[0.064157, 0.232327],
[0.062224, 0.230394],
[0.061211, 0.227633],
[0.062960, 0.227448],
[0.065906, 0.232143],
[0.065998, 0.228645],
[0.070416, 0.233063],
[0.064525, 0.229473],
[0.064065, 0.229197],
[0.061027, 0.224871],
[0.057253, 0.226988],
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[0.194680, 0.436948],
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[0.207750, 0.419275],
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[0.195692, 0.418906],
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[0.202780, 0.426638],
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[0.216679, 0.429584],
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[0.214378, 0.431333],
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[0.208671, 0.425258],
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[0.200663, 0.423877],
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[0.212537, 0.435659],
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[0.212445, 0.435383],
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[0.185843, 0.423785],
[0.182990, 0.422865],
[0.193759, 0.428203]
]

rf_evo5 = [
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[0.011322, 0.032769],
[0.014820, 0.051362],
[0.021539, 0.071152],
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[0.020434, 0.096373],
[0.025313, 0.089010],
[0.026049, 0.075755],
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[0.019974, 0.074558],
[0.016384, 0.066182],
[0.017029, 0.069588],
[0.020342, 0.073546],
[0.020158, 0.073085],
[0.018225, 0.075939],
[0.020066, 0.081001],
[0.023380, 0.089194],
[0.025221, 0.098030],
[0.019330, 0.098582],
[0.018225, 0.108339],
[0.017857, 0.113770],
[0.017305, 0.114875],
[0.019882, 0.115519],
[0.019882, 0.108432],
[0.020250, 0.110917],
[0.018225, 0.109076],
[0.020895, 0.115243],
[0.018594, 0.119293],
[0.019790, 0.130431],
[0.019790, 0.136506],
[0.024300, 0.142673],
[0.021539, 0.149577],
[0.023288, 0.150773],
[0.024669, 0.154547],
[0.027154, 0.153074],
[0.025773, 0.158597],
[0.025865, 0.163200],
[0.027798, 0.166053],
[0.027522, 0.171760],
[0.032861, 0.179032],
[0.030744, 0.177835],
[0.032032, 0.182806],
[0.033137, 0.183726],
[0.032309, 0.181885],
[0.031480, 0.174337],
[0.032216, 0.176178],
[0.034426, 0.172404],
[0.034242, 0.171116],
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[0.035346, 0.173601],
[0.034242, 0.176730],
[0.036635, 0.182806],
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[0.035346, 0.188697],
[0.037095, 0.190906],
[0.035254, 0.193115],
[0.036635, 0.192010],
[0.034426, 0.197073],
[0.037003, 0.193023],
[0.037555, 0.194311],
[0.039948, 0.195416],
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[0.034794, 0.196889],
[0.033873, 0.184462],
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[0.031020, 0.191090],
[0.035530, 0.186027],
[0.034057, 0.190169],
[0.035162, 0.190446],
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[0.037555, 0.202964],
[0.035622, 0.195232],
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[0.035622, 0.194127],
[0.035254, 0.201951],
[0.039212, 0.197165],
[0.037279, 0.195048],
[0.039488, 0.198270],
[0.037647, 0.199282],
[0.040501, 0.200387],
[0.041329, 0.204161],
[0.042802, 0.204068],
[0.041145, 0.201583],
[0.041789, 0.203240],
[0.040133, 0.196521],
[0.038200, 0.189893],
[0.039488, 0.192563],
[0.038015, 0.192010],
[0.038936, 0.190169],
[0.038476, 0.189709],
[0.036175, 0.194956],
[0.036911, 0.194864],
[0.037555, 0.197901],
[0.037555, 0.199466],
[0.035254, 0.197165],
[0.034886, 0.203240],
[0.035070, 0.199650],
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[0.032677, 0.194772],
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[0.030652, 0.195232],
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[0.033229, 0.196060],
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[0.026878, 0.194680],
[0.029455, 0.196889],
[0.030652, 0.200203],
[0.031204, 0.196705],
[0.031480, 0.193851],
[0.032309, 0.196797],
[0.030468, 0.194588],
[0.027982, 0.197625],
[0.028995, 0.196337],
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[0.028719, 0.196889],
[0.028443, 0.199558],
[0.028443, 0.203148],
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[0.031756, 0.209775],
[0.032309, 0.201583],
[0.032309, 0.208395],
[0.035346, 0.209499],
[0.033965, 0.207566],
[0.036819, 0.210052],
[0.035438, 0.213181],
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[0.035162, 0.214930],
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[0.040225, 0.221189],
[0.040593, 0.220729],
[0.044091, 0.225976],
[0.044919, 0.223767],
[0.046208, 0.229934],
[0.046576, 0.222938],
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]

rf_evo6 = [
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]

rf_evo7 = [
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[0.136138, 0.284702],
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[0.126381, 0.284518],
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[0.121686, 0.276786],
[0.118649, 0.274208],
[0.115611, 0.281388],
[0.118833, 0.277246],
[0.118004, 0.274485],
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[0.127853, 0.282032],
[0.129510, 0.281388],
[0.132824, 0.279915],
[0.129878, 0.279731],
[0.127853, 0.279915],
[0.128590, 0.280007],
[0.124908, 0.277798],
[0.126657, 0.284334],
[0.130891, 0.277062],
[0.123987, 0.277706],
[0.127025, 0.276786],
[0.127761, 0.281756],
[0.125368, 0.275865],
[0.126013, 0.281296],
[0.123895, 0.278258],
[0.121318, 0.277246],
[0.124448, 0.280560],
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[0.134205, 0.288200],
[0.130983, 0.287831],
[0.129418, 0.289764],
[0.126013, 0.292526],
[0.129878, 0.294735],
[0.134481, 0.291697],
[0.133468, 0.292066],
[0.129878, 0.293814],
[0.135770, 0.294367],
[0.131167, 0.297312],
[0.133100, 0.299521],
[0.138715, 0.295103],
[0.145066, 0.292618],
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[0.137334, 0.289304],
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[0.123619, 0.286082],
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[0.131535, 0.289304],
[0.133100, 0.287371],
[0.131535, 0.290777],
[0.129418, 0.299429],
[0.133652, 0.295839],
[0.133284, 0.291513],
[0.126197, 0.295287],
[0.126289, 0.289028],
[0.123619, 0.285530],
[0.121226, 0.282309],
[0.121594, 0.282124],
[0.127577, 0.288108],
[0.126197, 0.288292],
[0.133376, 0.288568],
[0.138899, 0.294919],
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[0.148104, 0.296576],
[0.139635, 0.297865],
[0.139728, 0.297128],
[0.134665, 0.293078],
[0.133376, 0.291881],
[0.126381, 0.295839],
[0.128774, 0.293078],
[0.132640, 0.295563],
[0.131811, 0.299245],
[0.131904, 0.295839],
[0.141753, 0.292526],
[0.132824, 0.289580],
[0.131719, 0.297496],
[0.132364, 0.296576],
[0.126841, 0.293446],
[0.128130, 0.295195],
[0.129326, 0.291053],
[0.129786, 0.299337],
[0.133744, 0.301454],
[0.135770, 0.299153],
[0.135033, 0.302835],
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[0.129786, 0.294735],
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[0.130799, 0.299153],
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[0.138899, 0.301454],
[0.143962, 0.307161],
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[0.135125, 0.291237],
[0.135309, 0.292250],
[0.135585, 0.289488],
[0.140188, 0.291697],
[0.143962, 0.296024],
[0.140556, 0.290869],
[0.146907, 0.297128],
[0.143870, 0.295471],
[0.145342, 0.298785],
[0.145711, 0.297588],
[0.144514, 0.292250],
[0.137058, 0.294643],
[0.137703, 0.292066],
[0.134757, 0.297128],
[0.132548, 0.298325],
[0.130891, 0.297957],
[0.131167, 0.297957],
[0.135677, 0.297036],
[0.136874, 0.298509],
[0.141661, 0.294735],
[0.146539, 0.296852],
[0.150129, 0.295011],
[0.148196, 0.297128],
[0.144238, 0.300074],
[0.135862, 0.301362],
[0.134113, 0.295195],
[0.132364, 0.296668],
[0.131443, 0.294091],
[0.126565, 0.297404],
[0.124448, 0.295655],
[0.125460, 0.299153],
[0.127393, 0.292158],
[0.136138, 0.297128],
[0.144698, 0.301270],
[0.145527, 0.299890],
[0.147091, 0.299521],
[0.143870, 0.298601],
[0.141384, 0.302927],
[0.140280, 0.304216],
[0.131259, 0.307806],
[0.130247, 0.302835],
[0.129786, 0.300258],
[0.128590, 0.303940],
[0.133652, 0.306057],
[0.140740, 0.306793],
[0.149761, 0.308082],
[0.151418, 0.304124],
[0.147183, 0.302651],
[0.144882, 0.299982],
[0.146447, 0.297865],
[0.141108, 0.294183],
[0.141384, 0.290593],
[0.141845, 0.295839],
[0.137058, 0.294091],
[0.139728, 0.298325],
[0.140280, 0.297865],
[0.146355, 0.297680],
[0.139175, 0.304584],
[0.139635, 0.298969],
[0.140556, 0.298601],
[0.133652, 0.291053],
[0.133652, 0.296944],
[0.129142, 0.290961],
[0.125552, 0.291973],
[0.123527, 0.290869],
[0.123711, 0.295011],
[0.125920, 0.292526],
[0.129878, 0.294459],
[0.128222, 0.298417],
[0.129602, 0.302559],
[0.130155, 0.302283],
[0.131719, 0.305136],
[0.128958, 0.300626],
[0.128038, 0.300902],
[0.126381, 0.299153],
[0.122883, 0.297312],
[0.126289, 0.293630],
[0.131167, 0.294827],
[0.129694, 0.301454],
[0.132640, 0.295103],
[0.130523, 0.296300],
[0.130247, 0.299153],
[0.126289, 0.298417],
[0.130707, 0.300902],
[0.126197, 0.301362],
[0.129510, 0.301270],
[0.134297, 0.302191],
[0.136138, 0.302099],
[0.133468, 0.305228],
[0.137150, 0.302835],
[0.140832, 0.301454],
[0.137795, 0.301546],
[0.138531, 0.309739],
[0.137334, 0.297865],
[0.126197, 0.299705],
[0.121134, 0.297680],
[0.117452, 0.300626],
[0.116532, 0.303756],
[0.123803, 0.302099],
[0.123159, 0.299061],
[0.129971, 0.301638],
[0.134481, 0.303848],
[0.135862, 0.304768],
[0.133376, 0.309554],
[0.125552, 0.301270],
[0.124632, 0.306241],
[0.129786, 0.300442],
[0.131719, 0.307529],
[0.138347, 0.304952],
[0.136414, 0.306149],
[0.139912, 0.300258],
[0.138255, 0.297772],
[0.135862, 0.303479],
[0.137518, 0.299613],
[0.136598, 0.309094],
[0.139175, 0.311303],
[0.142673, 0.315630],
[0.140924, 0.315630],
[0.144238, 0.310567],
[0.140464, 0.308910],
[0.141016, 0.308266],
[0.133837, 0.303019],
[0.135862, 0.310659],
[0.131627, 0.304584],
[0.134297, 0.307253],
[0.132916, 0.309647],
[0.137610, 0.315353],
[0.141016, 0.308910],
[0.138715, 0.310659],
[0.146171, 0.313328],
[0.144238, 0.316366],
[0.143962, 0.314341],
[0.141200, 0.311764],
[0.140648, 0.315446],
[0.138255, 0.311580],
[0.138899, 0.314157],
[0.135770, 0.314985],
[0.146355, 0.313697],
[0.142029, 0.311856],
[0.138163, 0.311856],
[0.142029, 0.317655],
[0.140740, 0.313236],
[0.140372, 0.316090],
[0.141753, 0.319311],
[0.142029, 0.318299],
[0.146263, 0.315261],
[0.143317, 0.313605],
[0.150129, 0.315630],
[0.146631, 0.312684],
[0.141753, 0.312316],
[0.139451, 0.312132],
[0.141476, 0.312592],
[0.139175, 0.312132],
[0.135585, 0.316366],
[0.139635, 0.311303]
]

rf_evo_gru_0 = [
    [0.005891, 0.004878],
[0.008652, 0.027522],
[0.010033, 0.023932],
[0.020711, 0.042986],
[0.023104, 0.048325],
[0.029639, 0.057437],
[0.040041, 0.064157],
[0.045471, 0.069864],
[0.040961, 0.079529],
[0.037279, 0.098030],
[0.049797, 0.122699],
[0.056057, 0.147459],
[0.054308, 0.159149],
[0.050166, 0.166053],
[0.054676, 0.171116],
[0.059094, 0.172312],
[0.063236, 0.188236],
[0.061303, 0.190814],
[0.055412, 0.187960],
[0.056609, 0.197901],
[0.054768, 0.191458],
[0.055689, 0.196060],
[0.054952, 0.198822],
[0.057161, 0.200295],
[0.056517, 0.207382],
[0.059278, 0.204345],
[0.056701, 0.202504],
[0.062316, 0.206554],
[0.062132, 0.212997],
[0.057253, 0.210420],
[0.063144, 0.222570],
[0.059554, 0.217968],
[0.059831, 0.222018],
[0.061211, 0.221834],
[0.061948, 0.227080],
[0.063236, 0.237574],
[0.069035, 0.240519],
[0.073085, 0.244017],
[0.078792, 0.254786],
[0.077412, 0.259297],
[0.083395, 0.262979],
[0.086064, 0.264175],
[0.090482, 0.264728],
[0.090390, 0.267029],
[0.086708, 0.260309],
[0.086892, 0.265188],
[0.090574, 0.267673],
[0.090666, 0.265004],
[0.090574, 0.269238],
[0.095361, 0.268594],
[0.103461, 0.281020],
[0.110641, 0.290225],
[0.110641, 0.291881],
[0.114046, 0.294551],
[0.122791, 0.300442],
[0.124724, 0.300534],
[0.123987, 0.308174],
[0.123527, 0.309002],
[0.126749, 0.302927],
[0.124080, 0.307714],
[0.114323, 0.310935],
[0.115059, 0.301638],
[0.126749, 0.316826],
[0.120306, 0.318483],
[0.122791, 0.312960],
[0.121686, 0.320692],
[0.119017, 0.330357],
[0.136230, 0.332198],
[0.132916, 0.330541],
[0.142397, 0.340851],
[0.130247, 0.336156],
[0.122607, 0.339378],
[0.130615, 0.346557],
[0.137979, 0.353277],
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]

rf_evo_gru_1 = [
    [0.003498, 0.000000],
[0.001841, 0.007640],
[0.005707, 0.024208],
[0.006259, 0.044459],
[0.011782, 0.038568],
[0.017305, 0.041605],
[0.020250, 0.046576],
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[0.193483, 0.559186],
[0.195876, 0.560015],
[0.188881, 0.551823],
[0.208763, 0.552099],
[0.207198, 0.553479],
[0.184462, 0.551915],
[0.183450, 0.546484],
[0.187776, 0.550626],
[0.189893, 0.542158],
[0.199926, 0.547865],
[0.166145, 0.551454],
[0.174521, 0.552651],
[0.182622, 0.554308],
[0.198730, 0.550258],
[0.197901, 0.553663],
[0.176546, 0.547036],
[0.166053, 0.547772],
[0.179860, 0.543538],
[0.210512, 0.552835],
[0.201123, 0.551915],
[0.188236, 0.547772],
[0.187224, 0.543999],
[0.193759, 0.547957],
[0.188144, 0.551638],
[0.179952, 0.551638],
[0.169643, 0.551638],
[0.185567, 0.548601],
[0.188236, 0.551823],
[0.182898, 0.548417],
[0.199742, 0.550166],
[0.188881, 0.547588],
[0.194035, 0.544919],
[0.189985, 0.544735],
[0.185199, 0.548509],
[0.190077, 0.546300],
[0.195048, 0.546576],
[0.186395, 0.550534],
[0.189525, 0.543999],
[0.182437, 0.544735],
[0.182437, 0.544367],
[0.189157, 0.543906],
[0.191090, 0.549429],
[0.188420, 0.543906],
[0.190722, 0.545932],
[0.216035, 0.536911],
[0.210788, 0.544643],
[0.202228, 0.546668],
[0.203240, 0.550626],
[0.195140, 0.542342],
[0.212813, 0.542710],
[0.202872, 0.546116],
[0.198546, 0.539580],
[0.199558, 0.541881],
[0.200663, 0.541053],
[0.197257, 0.545747],
[0.206278, 0.545011],
]

rf_evo_gru_2 = [
    [0.001289, 0.000184],
[0.002393, 0.004418],
[0.008008, 0.027982],
[0.013255, 0.047404],
[0.020434, 0.055228],
[0.031848, 0.066642],
[0.038936, 0.079897],
[0.046760, 0.091955],
[0.045379, 0.093888],
[0.041513, 0.109168],
[0.040317, 0.134757],
[0.048509, 0.161727],
[0.054400, 0.176270],
[0.052467, 0.182714],
[0.060843, 0.188420],
[0.057069, 0.193391],
[0.055965, 0.195968],
[0.055596, 0.194219],
[0.055320, 0.200110],
[0.056149, 0.206646],
[0.060291, 0.208303],
[0.059278, 0.212077],
[0.058726, 0.212445],
[0.059923, 0.223582],
[0.060659, 0.219072],
[0.061764, 0.221742],
[0.061211, 0.226528],
[0.065077, 0.228093],
[0.063328, 0.219164],
[0.060935, 0.222754],
[0.072717, 0.230762],
[0.077412, 0.238954],
[0.076859, 0.242820],
[0.077964, 0.248159],
[0.074650, 0.245029],
[0.074466, 0.248251],
[0.074650, 0.242728],
[0.078792, 0.252117],
[0.079621, 0.255891],
[0.083763, 0.255339],
[0.083303, 0.266384],
[0.089746, 0.268317],
[0.090851, 0.268133],
[0.093612, 0.262058],
[0.090666, 0.264820],
[0.090114, 0.262334],
[0.097846, 0.272644],
[0.098951, 0.275497],
[0.102448, 0.285990],
[0.096557, 0.286267],
[0.104473, 0.275681],
[0.103369, 0.278166],
[0.103093, 0.281480],
[0.103001, 0.278903],
[0.099227, 0.284334],
[0.108063, 0.284794],
[0.103185, 0.285714],
[0.100423, 0.284426],
[0.106959, 0.293078],
[0.109812, 0.304308],
[0.117544, 0.316366],
[0.114415, 0.322625],
[0.120766, 0.335512],
[0.111101, 0.326491],
[0.106038, 0.334315],
[0.109444, 0.335696],
[0.113954, 0.336248],
[0.127669, 0.346557],
[0.130155, 0.347478],
[0.135033, 0.350515],
[0.129971, 0.356406],
[0.126197, 0.362113],
[0.127025, 0.372791],
[0.126657, 0.369845],
[0.143501, 0.381996],
[0.135125, 0.373435],
[0.144054, 0.382364],
[0.143041, 0.385770],
[0.143317, 0.384481],
[0.150957, 0.391476],
[0.149485, 0.391108],
[0.145066, 0.385493],
[0.141753, 0.386414],
[0.137610, 0.386322],
[0.150497, 0.389543],
[0.132548, 0.379326],
[0.141016, 0.390648],
[0.147459, 0.395342],
[0.153074, 0.401141],
[0.141937, 0.403535],
[0.140464, 0.405652],
[0.166697, 0.412647],
[0.168262, 0.414580],
[0.158321, 0.423049],
[0.164764, 0.418538],
[0.170103, 0.410530],
[0.173509, 0.417526],
[0.171576, 0.417618],
[0.154087, 0.417710],
[0.146631, 0.415409],
[0.151786, 0.412279],
[0.152062, 0.415593],
[0.156020, 0.414856],
[0.159886, 0.423417],
[0.160990, 0.423693],
[0.163384, 0.423325],
[0.159518, 0.422404],
[0.146999, 0.425994],
[0.158689, 0.428663],
[0.164396, 0.425718],
[0.178756, 0.431701],
[0.179124, 0.434739],
[0.166053, 0.435751],
[0.171852, 0.430781],
[0.171576, 0.432806],
[0.160806, 0.441918],
[0.159794, 0.439893],
[0.165869, 0.443299],
[0.171208, 0.446705],
[0.175074, 0.446060],
[0.156388, 0.444496],
[0.157032, 0.444311],
[0.171944, 0.455541],
[0.178663, 0.457566],
[0.168170, 0.455909],
[0.170655, 0.458303],
[0.165133, 0.457382],
[0.176362, 0.457014],
[0.155928, 0.460788],
[0.159978, 0.459683],
[0.171300, 0.452688],
[0.168906, 0.456001],
[0.169919, 0.455265],
[0.172312, 0.449558],
[0.167986, 0.448730],
[0.171668, 0.456738],
[0.168538, 0.455817],
[0.164120, 0.457934],
[0.172312, 0.458579],
[0.172404, 0.456462],
[0.169183, 0.449190],
[0.167802, 0.456001],
[0.161451, 0.460052],
[0.153351, 0.457290],
[0.160898, 0.460880],
[0.170287, 0.460420],
[0.173325, 0.459407],
[0.178571, 0.464562],
[0.169919, 0.466863],
[0.158873, 0.473398],
[0.159426, 0.471373],
[0.165409, 0.469624],
[0.168170, 0.473767],
[0.169183, 0.480026],
[0.168814, 0.481591],
[0.171024, 0.482235],
[0.163384, 0.485365],
[0.165133, 0.485457],
[0.163200, 0.486285],
[0.148012, 0.489783],
[0.155928, 0.489230],
[0.161819, 0.482419],
[0.166513, 0.478645],
[0.177927, 0.487021],
[0.186764, 0.484444],
[0.193759, 0.480486],
[0.186672, 0.479842],
[0.174521, 0.471373],
[0.178111, 0.476436],
[0.181241, 0.477448],
[0.178663, 0.472386],
[0.176454, 0.475884],
[0.162279, 0.473675],
[0.165501, 0.468244],
[0.163384, 0.470453],
[0.159149, 0.469440],
[0.154731, 0.469809],
[0.176454, 0.476712],
[0.163844, 0.476160],
[0.156940, 0.480210],
[0.171208, 0.479934],
[0.176454, 0.472938],
[0.192471, 0.483432],
[0.191182, 0.483800],
[0.165685, 0.483892],
[0.167894, 0.481683],
[0.167434, 0.485733],
[0.179860, 0.487666],
[0.187868, 0.488954],
[0.165593, 0.481222],
[0.165593, 0.482971],
[0.163660, 0.474595],
[0.178848, 0.480486],
[0.184370, 0.481314],
[0.182806, 0.478001],
[0.175534, 0.483892],
[0.180044, 0.479750],
[0.194127, 0.481406],
[0.194404, 0.484444],
[0.190906, 0.487666],
[0.178756, 0.484904],
[0.176270, 0.486101],
[0.165685, 0.487482],
[0.159242, 0.482511],
[0.172128, 0.489875],
[0.163936, 0.488402],
[0.149945, 0.488678],
[0.154823, 0.492176],
[0.158781, 0.494109],
[0.173877, 0.488862],
[0.173969, 0.492176],
[0.181333, 0.490795],
[0.178848, 0.493649],
[0.174521, 0.488586],
[0.181333, 0.484996],
[0.180504, 0.486285],
[0.160990, 0.483892],
[0.151325, 0.485272],
[0.164212, 0.489599],
[0.182806, 0.489046],
[0.162003, 0.491348],
[0.163476, 0.489875],
[0.175074, 0.493465],
[0.183818, 0.498159],
[0.189893, 0.491992],
[0.196060, 0.490703],
[0.178019, 0.482143],
[0.172220, 0.481406],
[0.174245, 0.482695],
[0.181701, 0.490335],
[0.188052, 0.490335],
[0.191734, 0.495950],
[0.193023, 0.494293],
[0.187040, 0.491808],
[0.177375, 0.489783],
[0.177191, 0.486929],
[0.181793, 0.490519],
[0.199742, 0.490795],
[0.196981, 0.491071],
[0.186672, 0.493189],
[0.201767, 0.495950],
[0.194956, 0.494201],
[0.189157, 0.489415],
[0.196060, 0.488862],
[0.203516, 0.494109],
[0.200203, 0.491348],
[0.205265, 0.496318],
[0.201031, 0.493373],
[0.181517, 0.493096],
[0.172404, 0.488310],
[0.182529, 0.493096],
[0.196981, 0.490243],
[0.187776, 0.487666],
[0.179492, 0.492636],
[0.187776, 0.496226],
[0.189525, 0.491348],
[0.185199, 0.488402],
[0.176638, 0.493373],
[0.178756, 0.491716],
[0.195048, 0.492360],
[0.194496, 0.488310],
[0.186856, 0.489783],
[0.189065, 0.497699],
[0.192102, 0.492360],
[0.184094, 0.498067],
[0.180228, 0.498619],
[0.179860, 0.493741],
[0.181793, 0.497791],
[0.166881, 0.493925],
[0.162831, 0.487758],
[0.169827, 0.493649],
[0.181793, 0.495122],
[0.180320, 0.494569],
[0.184554, 0.498159],
[0.186395, 0.502577],
[0.173417, 0.496042],
[0.175994, 0.496502],
[0.175350, 0.497699],
[0.173233, 0.502669],
[0.168722, 0.504326],
[0.166053, 0.506535],
[0.186580, 0.503958],
[0.170563, 0.502025],
[0.159242, 0.500368],
[0.167526, 0.500828],
[0.183082, 0.503866],
[0.181701, 0.506719],
[0.168170, 0.505615],
[0.165225, 0.509389],
[0.166053, 0.507364],
[0.168354, 0.510493],
[0.175534, 0.507088],
[0.169827, 0.507272],
[0.174521, 0.499816],
[0.187592, 0.498619],
[0.186487, 0.497423],
[0.181149, 0.495398],
[0.162279, 0.495582],
[0.169919, 0.492176],
[0.170932, 0.494293],
[0.181333, 0.490979],
[0.172772, 0.493925],
[0.164304, 0.494201],
[0.167618, 0.494385],
[0.168078, 0.495490],
[0.158597, 0.495674],
[0.156940, 0.496042],
[0.172680, 0.495029],
[0.186119, 0.490703],
[0.173141, 0.490887],
[0.162831, 0.493281],
[0.180044, 0.489046],
[0.180136, 0.489046],
[0.161911, 0.481038],
[0.138071, 0.484628],
[0.150773, 0.485825],
[0.143686, 0.488678],
[0.161082, 0.492728],
[0.169827, 0.496686],
[0.163292, 0.492820],
[0.170655, 0.489415],
[0.173969, 0.496226],
[0.167342, 0.491624],
[0.160438, 0.485917],
[0.164304, 0.484536],
[0.160806, 0.482327],
[0.171852, 0.483984],
[0.190814, 0.483800],
[0.182898, 0.484812],
[0.191826, 0.487297],
[0.190906, 0.489875],
[0.191458, 0.490795],
[0.180320, 0.490887],
[0.182622, 0.488678],
[0.167710, 0.493373],
[0.180689, 0.488770],
[0.182529, 0.488310],
[0.175350, 0.485917],
[0.164028, 0.483524],
[0.169091, 0.480670],
[0.186395, 0.485457],
[0.185475, 0.479105],
[0.182345, 0.479197],
[0.162463, 0.482971],
[0.175258, 0.482971],
[0.180044, 0.485180],
[0.178571, 0.482419],
[0.174705, 0.482603],
[0.180228, 0.481683],
[0.174890, 0.480670],
[0.164948, 0.484536],
[0.169367, 0.476160],
[0.184647, 0.477909],
[0.178940, 0.480210],
[0.171944, 0.477356],
[0.164212, 0.480486],
[0.154179, 0.476252],
[0.170379, 0.483708],
[0.184462, 0.479473],
[0.176178, 0.488862],
[0.181977, 0.490243],
[0.182622, 0.491624],
[0.175258, 0.490887],
[0.170655, 0.489507],
[0.154547, 0.484536],
[0.162279, 0.487205],
[0.175258, 0.491348],
[0.177559, 0.487390],
[0.173049, 0.483247],
[0.172588, 0.478645],
[0.158413, 0.483800],
[0.150681, 0.486377],
[0.157585, 0.485088],
[0.173141, 0.490703],
[0.181517, 0.499632],
[0.177375, 0.494201],
[0.164672, 0.500828],
[0.168078, 0.496502],
[0.190538, 0.496226],
[0.185567, 0.493741],
[0.173969, 0.495398],
[0.174337, 0.498619],
[0.165593, 0.499356],
[0.168906, 0.501105],
[0.170839, 0.493925],
[0.181333, 0.492544],
[0.180781, 0.496870],
[0.177927, 0.496134],
[0.185751, 0.499172],
[0.187776, 0.499816],
[0.184186, 0.498435],
[0.179400, 0.500644],
[0.175534, 0.497054],
[0.196705, 0.501657],
[0.187040, 0.502577],
[0.163200, 0.502485],
[0.172588, 0.502577],
[0.173049, 0.504142],
[0.178111, 0.505339],
[0.182069, 0.501381],
[0.159794, 0.501565],
[0.165409, 0.501565],
[0.170379, 0.496962],
[0.189617, 0.503866],
[0.174153, 0.500644],
[0.171760, 0.498987],
[0.188789, 0.509389],
[0.181425, 0.515740],
[0.177559, 0.509941],
[0.192563, 0.514083],
[0.199006, 0.511046],
[0.203148, 0.512979],
[0.195324, 0.513899],
[0.186119, 0.516476],
[0.194772, 0.516384],
[0.179768, 0.515464],
[0.166053, 0.511046],
[0.161267, 0.509481],
[0.173141, 0.507640],
[0.179676, 0.509665],
[0.184923, 0.513347],
[0.181701, 0.514820],
[0.183726, 0.511966],
[0.180504, 0.511966],
[0.193207, 0.511414],
[0.200110, 0.516200],
[0.190722, 0.510862],
[0.176638, 0.518594],
[0.171024, 0.513531],
[0.184647, 0.516661],
[0.177559, 0.513347],
[0.187040, 0.514359],
[0.177283, 0.508929],
[0.170747, 0.510677],
[0.173049, 0.510862],
[0.171392, 0.512887],
[0.161451, 0.511414],
[0.157124, 0.517121],
[0.162739, 0.519974],
[0.176362, 0.519974],
[0.178940, 0.515372],
[0.176915, 0.520619],
[0.167342, 0.517765],
[0.179768, 0.518409],
[0.178848, 0.524024],
[0.179768, 0.524392],
[0.182529, 0.513255],
[0.164948, 0.516568],
[0.158597, 0.517673],
[0.166881, 0.516753],
[0.170379, 0.520895],
[0.183818, 0.514083],
[0.171668, 0.519882],
[0.167158, 0.521723],
[0.177191, 0.518962],
[0.154915, 0.518133],
[0.168446, 0.513255],
[0.171024, 0.513899],
[0.163936, 0.515188],
[0.181609, 0.518133],
[0.190169, 0.523840],
[0.169091, 0.514912],
[0.171208, 0.512979],
[0.171668, 0.514083],
[0.157216, 0.509849],
[0.145066, 0.509481],
[0.135033, 0.504418],
[0.150129, 0.509481],
[0.168722, 0.512610],
[0.157032, 0.512058],
[0.163384, 0.513531],
[0.162831, 0.510033],
[0.149945, 0.511046],
[0.137150, 0.509021],
[0.146079, 0.509389],
[0.164120, 0.510309],
[0.178295, 0.513991],
[0.160162, 0.516753],
[0.150681, 0.515832],
[0.150773, 0.516016],
[0.161727, 0.516292],
[0.178295, 0.514267],
[0.159518, 0.516384],
[0.143870, 0.515832],
[0.170563, 0.519514],
[0.186764, 0.519974],
[0.177375, 0.514543],
[0.172680, 0.513531],
[0.171484, 0.514543],
[0.177835, 0.508560],
[0.157124, 0.511874],
[0.155191, 0.506996],
[0.155928, 0.505523],
[0.155099, 0.505063],
[0.165225, 0.510309],
[0.161082, 0.507088],
[0.172865, 0.507732],
[0.159242, 0.507180],
[0.167618, 0.508468],
[0.166789, 0.507456],
[0.167526, 0.506719],
[0.173325, 0.512703],
[0.182069, 0.511506],
[0.173049, 0.508100],
[0.168170, 0.510862],
[0.174613, 0.511874],
[0.168170, 0.510125],
[0.161267, 0.508560],
[0.169091, 0.516661],
[0.177283, 0.522552],
[0.178848, 0.521815],
[0.177835, 0.519330],
[0.189065, 0.520711],
[0.182437, 0.516568],
[0.165961, 0.518962],
[0.170932, 0.519790],
[0.161819, 0.516845],
[0.162555, 0.514083],
[0.186303, 0.513807],
[0.186764, 0.516845],
[0.192286, 0.518133],
[0.169091, 0.518870],
[0.158505, 0.517029],
[0.156756, 0.513807],
[0.166513, 0.516661],
[0.189249, 0.520987],
[0.180320, 0.516384],
[0.178203, 0.516937],
[0.166237, 0.516753],
[0.171852, 0.513531],
[0.172220, 0.512703],
[0.166513, 0.517397],
[0.170471, 0.514359],
[0.172588, 0.519698],
[0.180228, 0.517121],
[0.180320, 0.525037],
[0.174705, 0.521907],
[0.160254, 0.520250],
[0.169367, 0.528351],
[0.173141, 0.519790],
[0.174797, 0.524669],
[0.169919, 0.523472],
[0.181701, 0.529087],
[0.180228, 0.525865],
[0.164948, 0.526141],
[0.170747, 0.528535],
[0.161175, 0.526049],
[0.163292, 0.520434],
[0.171668, 0.518041],
[0.164948, 0.516661],
[0.175994, 0.515556],
[0.181425, 0.511782],
[0.186395, 0.510770],
[0.170379, 0.512334],
[0.167618, 0.517857],
[0.186303, 0.517949],
[0.180965, 0.510309],
[0.174797, 0.509849],
[0.172404, 0.515004],
[0.172220, 0.513531],
[0.163476, 0.517857],
[0.174890, 0.513807],
[0.175626, 0.520342],
[0.163936, 0.519054],
[0.169551, 0.515464],
[0.170195, 0.519882],
[0.166973, 0.515556],
[0.170471, 0.515372],
[0.170655, 0.513623],
[0.187500, 0.512979],
[0.177007, 0.511046],
[0.167526, 0.506535],
[0.169919, 0.512334],
[0.173877, 0.510493],
[0.186580, 0.517489],
[0.186303, 0.513439],
[0.176638, 0.516108],
[0.190446, 0.522644],
[0.194311, 0.527338],
[0.174982, 0.519330],
[0.179768, 0.521631],
[0.175810, 0.518501],
[0.172128, 0.523380],
[0.171300, 0.515004],
[0.172128, 0.523288],
[0.185383, 0.520527],
[0.186119, 0.519698],
[0.179308, 0.521815],
[0.167618, 0.520711],
[0.159978, 0.516937],
[0.163844, 0.527338],
[0.169551, 0.523840],
[0.172865, 0.530652],
[0.171392, 0.522644],
[0.160898, 0.526878],
[0.171760, 0.520803],
[0.178387, 0.522459],
[0.177743, 0.524485],
[0.168999, 0.528258],
[0.160162, 0.528166],
[0.163384, 0.523840],
[0.178387, 0.527062],
[0.175902, 0.522736],
[0.172772, 0.525957],
[0.170103, 0.520527],
[0.174982, 0.525221],
[0.184739, 0.527246],
[0.170011, 0.526694],
[0.152798, 0.525773],
[0.166697, 0.526049],
[0.163660, 0.529271],
[0.170932, 0.526418],
[0.180136, 0.528627],
[0.172496, 0.527246],
[0.168262, 0.532493],
[0.178571, 0.530836],
[0.172772, 0.531296],
[0.163015, 0.531848],
[0.180873, 0.526786],
[0.186395, 0.530191],
[0.191458, 0.528811],
[0.181241, 0.525957],
[0.183082, 0.519238],
[0.180689, 0.512334],
[0.191734, 0.521907],
[0.183726, 0.516661],
[0.178663, 0.515924],
[0.187224, 0.521999],
[0.193851, 0.519606],
[0.195324, 0.520711],
[0.175994, 0.520066],
[0.175994, 0.525497],
[0.193851, 0.527890],
[0.201307, 0.530744],
[0.208395, 0.531848],
[0.190998, 0.538108],
[0.186487, 0.534149],
[0.177743, 0.532216],
[0.177559, 0.535622],
[0.182622, 0.534057],
[0.192931, 0.533413],
[0.184186, 0.533505],
[0.183818, 0.540501],
]

rf_evo_gru_3 = [
    [0.004326, 0.000552],
[0.002946, 0.010125],
[0.005799, 0.016568],
[0.008560, 0.019606],
[0.019606, 0.039764],
[0.027890, 0.051730],
[0.036082, 0.066642],
[0.041053, 0.068851],
[0.043814, 0.076031],
[0.044275, 0.086616],
[0.041513, 0.106038],
[0.041053, 0.140004],
[0.046576, 0.161451],
[0.050258, 0.175810],
[0.047772, 0.177375],
[0.050258, 0.180689],
[0.047404, 0.179032],
[0.046944, 0.181241],
[0.047128, 0.183910],
[0.049245, 0.188881],
[0.050994, 0.193299],
[0.053295, 0.198546],
[0.053940, 0.203792],
[0.051638, 0.198177],
[0.057345, 0.200847],
[0.056609, 0.194864],
[0.059739, 0.204621],
[0.062132, 0.210972],
[0.062224, 0.211432],
[0.060475, 0.207474],
[0.064525, 0.205541],
[0.065814, 0.215758],
[0.070876, 0.223490],
[0.073454, 0.228277],
[0.077964, 0.233155],
[0.081922, 0.239323],
[0.081001, 0.239967],
[0.081738, 0.236745],
[0.077964, 0.245582],
[0.087353, 0.245214],
[0.083763, 0.243649],
[0.075479, 0.240519],
[0.071613, 0.238218],
[0.077872, 0.233892],
[0.081094, 0.245858],
[0.081001, 0.248067],
[0.087813, 0.259481],
[0.099871, 0.273196],
[0.094993, 0.272552],
[0.100147, 0.279179],
[0.106959, 0.282309],
[0.107695, 0.290869],
[0.108524, 0.292066],
[0.111929, 0.296484],
[0.115151, 0.299429],
[0.114046, 0.308450],
[0.117728, 0.310291],
[0.127117, 0.319219],
[0.131443, 0.326215],
[0.131259, 0.327320],
[0.125368, 0.327596],
[0.125644, 0.326307],
[0.118833, 0.327135],
[0.116440, 0.324742],
[0.119661, 0.329437],
[0.126289, 0.343428],
[0.133744, 0.350055],
[0.131535, 0.352817],
[0.131627, 0.352356],
[0.139728, 0.357235],
[0.142489, 0.361285],
[0.143501, 0.361101],
[0.153258, 0.371594],
[0.157585, 0.372515],
[0.156848, 0.374724],
[0.153719, 0.382640],
[0.145619, 0.379878],
[0.149853, 0.384297],
[0.159978, 0.384849],
[0.165593, 0.382088],
[0.160714, 0.389267],
[0.167158, 0.395342],
[0.171392, 0.403258],
[0.168538, 0.407677],
[0.165777, 0.405560],
[0.169091, 0.409426],
[0.166421, 0.405928],
[0.169091, 0.412647],
[0.171760, 0.410530],
[0.174890, 0.410070],
[0.169827, 0.411082],
[0.172772, 0.407309],
[0.179308, 0.421944],
[0.171208, 0.426454],
[0.166605, 0.421576],
[0.169091, 0.426730],
[0.170471, 0.425074],
[0.178111, 0.431057],
[0.185659, 0.433082],
[0.175718, 0.434370],
[0.172220, 0.434923],
[0.168999, 0.428940],
[0.171668, 0.434831],
[0.175626, 0.432161],
[0.168906, 0.428111],
[0.164672, 0.434186],
[0.171300, 0.429032],
[0.172772, 0.425350],
[0.167434, 0.431149],
[0.175350, 0.433818],
[0.171484, 0.438881],
[0.171392, 0.442010],
[0.172588, 0.441826],
[0.180228, 0.439985],
[0.181425, 0.439801],
[0.174429, 0.439801],
[0.176546, 0.451215],
[0.190814, 0.446981],
[0.185659, 0.446797],
[0.169367, 0.447809],
[0.166053, 0.449558],
[0.163660, 0.455633],
[0.178203, 0.452596],
[0.190077, 0.454713],
[0.188789, 0.459775],
[0.179952, 0.454068],
[0.186764, 0.458855],
[0.169091, 0.457106],
[0.167894, 0.451307],
[0.175902, 0.455725],
[0.186119, 0.458027],
[0.173601, 0.454805],
[0.178019, 0.454621],
[0.186487, 0.452872],
[0.173509, 0.455817],
[0.165041, 0.456646],
[0.176915, 0.462721],
[0.187500, 0.453516],
[0.178940, 0.459867],
[0.176730, 0.462445],
[0.178571, 0.459499],
[0.183266, 0.454621],
[0.179584, 0.459775],
[0.163752, 0.454253],
[0.176823, 0.452964],
[0.187408, 0.454161],
[0.182898, 0.452504],
[0.173877, 0.459867],
[0.180873, 0.466403],
[0.183266, 0.455817],
[0.185843, 0.456370],
[0.170932, 0.453608],
[0.171024, 0.456830],
[0.177007, 0.463089],
[0.172772, 0.467784],
[0.169275, 0.463181],
[0.172865, 0.458855],
[0.180504, 0.459591],
[0.185659, 0.464746],
[0.186119, 0.465851],
[0.175534, 0.469072],
[0.179124, 0.474135],
[0.180965, 0.467507],
[0.195508, 0.469256],
[0.190906, 0.470637],
[0.185199, 0.467968],
[0.190538, 0.475976],
[0.196060, 0.467968],
[0.198270, 0.463457],
[0.194588, 0.467784],
[0.186211, 0.464930],
[0.182714, 0.456830],
[0.191090, 0.466587],
[0.189433, 0.471005],
[0.195876, 0.473122],
[0.191182, 0.467047],
[0.186303, 0.471649],
[0.190261, 0.464654],
[0.189065, 0.465114],
[0.198914, 0.469809],
[0.207106, 0.471281],
[0.196981, 0.470637],
[0.189801, 0.473030],
[0.192471, 0.476988],
[0.196797, 0.473214],
[0.187040, 0.475700],
[0.181057, 0.474687],
[0.187408, 0.470177],
[0.188328, 0.474135],
[0.187040, 0.475055],
[0.182622, 0.476620],
[0.189801, 0.474871],
[0.186211, 0.482695],
[0.188420, 0.478737],
[0.196152, 0.483432],
[0.195876, 0.482695],
[0.198730, 0.488034],
[0.187776, 0.484260],
[0.199190, 0.491348],
[0.197625, 0.491624],
[0.181977, 0.485733],
[0.187960, 0.488770],
[0.182253, 0.481683],
[0.188052, 0.487390],
[0.181701, 0.483155],
[0.187592, 0.480578],
[0.179032, 0.480394],
[0.169275, 0.472570],
[0.167710, 0.470361],
[0.176362, 0.474319],
[0.179952, 0.476436],
[0.173693, 0.477633],
[0.154455, 0.471005],
[0.167250, 0.471649],
[0.181057, 0.479566],
[0.183358, 0.479934],
[0.173417, 0.475792],
[0.163108, 0.467784],
[0.179400, 0.471097],
[0.179124, 0.470729],
[0.167250, 0.473951],
[0.169367, 0.473030],
[0.166145, 0.472202],
[0.165501, 0.468888],
[0.177835, 0.471373],
[0.183358, 0.476160],
[0.172772, 0.474411],
[0.173693, 0.481867],
[0.179584, 0.481130],
[0.163384, 0.469072],
[0.165409, 0.459223],
[0.178387, 0.470269],
[0.186119, 0.467323],
[0.188697, 0.466587],
[0.170011, 0.463089],
[0.158873, 0.462353],
[0.164580, 0.459039],
[0.177191, 0.467507],
[0.184462, 0.460604],
[0.178756, 0.466495],
[0.174613, 0.466403],
[0.173417, 0.465574],
[0.182714, 0.471465],
[0.165133, 0.464378],
[0.164212, 0.466771],
[0.172680, 0.476160],
[0.182069, 0.476528],
[0.178940, 0.484260],
[0.167986, 0.478829],
[0.167434, 0.472110],
[0.161911, 0.468704],
[0.166973, 0.470269],
[0.180504, 0.464470],
[0.182990, 0.467691],
[0.180412, 0.471557],
[0.169919, 0.477448],
[0.177191, 0.475608],
[0.194496, 0.469716],
[0.185107, 0.480210],
[0.162647, 0.472662],
[0.155836, 0.476896],
[0.173417, 0.484812],
[0.179032, 0.482695],
[0.189065, 0.479105],
[0.191918, 0.474135],
[0.184739, 0.475700],
[0.177467, 0.473490],
[0.181701, 0.479658],
[0.180044, 0.483524],
[0.173601, 0.481130],
[0.182437, 0.474595],
[0.177099, 0.477725],
[0.178571, 0.478829],
[0.189801, 0.479013],
[0.184094, 0.482051],
[0.176362, 0.481499],
[0.177191, 0.473030],
[0.179400, 0.475331],
[0.170379, 0.478645],
[0.183726, 0.475331],
[0.177283, 0.478553],
[0.166789, 0.481130],
[0.172220, 0.482051],
[0.189985, 0.480026],
[0.179308, 0.476712],
[0.174245, 0.477448],
[0.169367, 0.471373],
[0.167526, 0.478645],
[0.171024, 0.475055],
[0.175258, 0.473122],
[0.171300, 0.473675],
[0.154823, 0.471373],
[0.156756, 0.469993],
[0.165961, 0.470085],
[0.158781, 0.474227],
[0.151786, 0.471097],
[0.155376, 0.475331],
[0.164856, 0.470637],
[0.170839, 0.479566],
[0.168722, 0.481130],
[0.166145, 0.480210],
[0.182714, 0.478737],
[0.174890, 0.482787],
[0.181425, 0.482051],
[0.176270, 0.476068],
[0.174429, 0.475055],
[0.170011, 0.482143],
[0.168906, 0.473030],
[0.155284, 0.468520],
[0.170103, 0.479473],
[0.181793, 0.480026],
[0.182161, 0.481130],
[0.192102, 0.479750],
[0.189433, 0.482511],
[0.176730, 0.480026],
[0.176454, 0.487850],
[0.173417, 0.486009],
[0.180228, 0.481867],
[0.188697, 0.489415],
[0.183450, 0.486009],
[0.180965, 0.487758],
[0.186856, 0.485272],
[0.188513, 0.488034],
[0.201583, 0.491808],
[0.198546, 0.491348],
[0.186948, 0.490335],
[0.182161, 0.489046],
[0.192194, 0.485733],
[0.198270, 0.489138],
[0.171852, 0.487850],
[0.164304, 0.478185],
[0.171852, 0.483800],
[0.184739, 0.488126],
[0.192747, 0.488770],
[0.185751, 0.494385],
[0.178756, 0.489783],
[0.186487, 0.490703],
[0.197625, 0.496870],
[0.201767, 0.501381],
[0.190261, 0.493649],
[0.185751, 0.499448],
[0.191918, 0.495398],
[0.199926, 0.498159],
[0.207474, 0.500552],
[0.209407, 0.501197],
[0.206830, 0.493281],
[0.208763, 0.489507],
[0.200295, 0.491256],
[0.204068, 0.497975],
[0.207014, 0.500460],
[0.204805, 0.501105],
[0.197073, 0.493557],
[0.183818, 0.488678],
[0.183266, 0.489138],
[0.189893, 0.491624],
[0.187868, 0.490887],
[0.192839, 0.490703],
[0.200847, 0.489691],
[0.203056, 0.485825],
[0.202964, 0.486653],
[0.203240, 0.486101],
[0.203792, 0.487574],
[0.202043, 0.493281],
[0.198730, 0.495766],
[0.208303, 0.494661],
[0.222938, 0.494661],
[0.220637, 0.496870],
[0.205725, 0.500644],
[0.213181, 0.500368],
[0.217599, 0.493925],
[0.221926, 0.498159],
[0.218796, 0.495950],
[0.217968, 0.503590],
[0.218888, 0.502025],
[0.207658, 0.499724],
[0.212813, 0.499908],
[0.212537, 0.503130],
[0.222386, 0.502117],
[0.215758, 0.498435],
[0.210880, 0.502669],
[0.208763, 0.502117],
[0.223398, 0.496410],
[0.215943, 0.501473],
[0.208119, 0.501749],
[0.215390, 0.502577],
[0.209775, 0.505247],
[0.212813, 0.501657],
[0.208947, 0.498619],
[0.212261, 0.504971],
[0.214930, 0.503774],
[0.213181, 0.506075],
[0.218704, 0.508837],
[0.217139, 0.513163],
[0.199926, 0.515280],
[0.209867, 0.514543],
[0.202320, 0.512795],
[0.189525, 0.512518],
[0.198177, 0.516845],
[0.201031, 0.514359],
[0.197349, 0.510770],
[0.203424, 0.512242],
[0.202504, 0.510677],
[0.195968, 0.505615],
[0.196889, 0.504602],
[0.207842, 0.503774],
[0.200755, 0.506259],
[0.203608, 0.505155],
[0.205817, 0.504786],
[0.202320, 0.507088],
[0.193943, 0.508284],
[0.187040, 0.509573],
[0.193943, 0.508192],
[0.195692, 0.511414],
[0.194127, 0.507732],
[0.199098, 0.507640],
[0.202872, 0.510585],
[0.202412, 0.515096],
[0.191366, 0.514912],
[0.201123, 0.515924],
[0.211248, 0.517581],
[0.208303, 0.515924],
[0.194864, 0.524116],
[0.194588, 0.514728],
[0.191458, 0.514267],
[0.196429, 0.511046],
[0.197809, 0.511874],
[0.195232, 0.506996],
[0.191458, 0.510862],
[0.190906, 0.513163],
[0.195048, 0.509113],
[0.193023, 0.512979],
[0.200939, 0.518501],
[0.190353, 0.517765],
[0.195876, 0.508560],
[0.207566, 0.513531],
[0.217968, 0.515924],
[0.200295, 0.519238],
[0.193115, 0.511230],
[0.195508, 0.505063],
[0.190353, 0.509389],
[0.198546, 0.503774],
[0.201123, 0.510125],
[0.208763, 0.516476],
[0.203148, 0.508284],
[0.190353, 0.500920],
[0.195416, 0.509021],
[0.202043, 0.516384],
[0.187224, 0.514175],
[0.197441, 0.522828],
[0.198730, 0.525497],
[0.193759, 0.517305],
[0.200479, 0.514359],
[0.194680, 0.512518],
[0.184647, 0.508652],
[0.190261, 0.512150],
[0.200663, 0.512887],
[0.187684, 0.515096],
[0.187040, 0.519238],
[0.190906, 0.515648],
[0.201307, 0.516753],
[0.205633, 0.515464],
[0.205541, 0.518133],
[0.200018, 0.517673],
[0.195600, 0.511322],
[0.202043, 0.520527],
[0.199834, 0.513623],
[0.202688, 0.514083],
[0.215666, 0.512518],
[0.217968, 0.515004],
[0.212353, 0.514543],
[0.214378, 0.510862],
[0.198270, 0.516753],
[0.202412, 0.506811],
[0.211340, 0.508560],
[0.211524, 0.510493],
[0.209683, 0.517489],
[0.208027, 0.512703],
[0.217047, 0.516753],
[0.216587, 0.513255],
[0.219348, 0.511322],
[0.213089, 0.515372],
[0.217323, 0.512150],
[0.225792, 0.511966],
[0.223398, 0.504878],
[0.209039, 0.513531],
[0.204713, 0.507640],
[0.207566, 0.512703],
[0.217231, 0.515924],
[0.208303, 0.515280],
[0.200939, 0.514543],
[0.192286, 0.518225],
[0.194127, 0.515924],
[0.199650, 0.517121],
[0.202596, 0.514912],
[0.209315, 0.520987],
[0.216219, 0.523748],
[0.201675, 0.518870],
[0.201307, 0.521447],
[0.196152, 0.521907],
[0.195600, 0.521631],
[0.194680, 0.511506],
[0.202504, 0.515372],
[0.207934, 0.514359],
[0.217139, 0.516016],
[0.214746, 0.519238],
[0.201123, 0.518870],
[0.196337, 0.517305],
[0.194219, 0.523104],
[0.188236, 0.522552],
[0.196889, 0.520803],
[0.190169, 0.520527],
[0.203424, 0.517673],
[0.213365, 0.514083],
[0.195140, 0.515556],
[0.193851, 0.516016],
[0.206094, 0.519238],
[0.205357, 0.517029],
[0.214378, 0.515280],
[0.203976, 0.513439],
[0.205265, 0.515372],
[0.215298, 0.512518],
[0.207934, 0.516568],
[0.201399, 0.510033],
[0.191274, 0.514359],
[0.179400, 0.513991],
[0.171392, 0.509941],
[0.184923, 0.508192],
[0.193851, 0.508100],
[0.188144, 0.509941],
[0.180689, 0.512518],
[0.179860, 0.509665],
[0.180320, 0.508744],
[0.191550, 0.509849],
[0.194311, 0.508468],
[0.187868, 0.514359],
[0.184554, 0.515372],
[0.180320, 0.515372],
[0.200203, 0.515648],
[0.188236, 0.509573],
[0.201859, 0.513715],
[0.196244, 0.518594],
[0.184370, 0.521539],
[0.193207, 0.523840],
[0.183726, 0.525497],
[0.189065, 0.527706],
[0.198362, 0.520342],
[0.200847, 0.515648],
[0.196337, 0.520619],
[0.196981, 0.521907],
[0.197257, 0.514267],
[0.191458, 0.518317],
[0.179032, 0.522275],
[0.179400, 0.518686],
[0.198362, 0.515372],
[0.205449, 0.516753],
[0.197993, 0.516476],
[0.197073, 0.516937],
[0.188605, 0.523012],
[0.188789, 0.521355],
[0.204161, 0.524577],
[0.202043, 0.523196],
[0.201307, 0.523656],
[0.194496, 0.519698],
[0.197717, 0.517121],
[0.200847, 0.513071],
[0.192378, 0.514267],
[0.181701, 0.511046],
[0.184923, 0.512979],
[0.194772, 0.514912],
[0.185383, 0.511874],
[0.181333, 0.505523],
[0.185015, 0.508837],
[0.192286, 0.513715],
[0.197257, 0.512518],
[0.196889, 0.519790],
[0.196521, 0.517765],
[0.196889, 0.519330],
[0.198270, 0.530468],
[0.211800, 0.523104],
[0.205909, 0.530099],
[0.194772, 0.530560],
[0.193575, 0.516753],
[0.189433, 0.515648],
[0.193759, 0.513531],
[0.197441, 0.514451],
[0.200663, 0.514728],
[0.197073, 0.508837],
[0.195968, 0.513531],
[0.179768, 0.506996],
[0.188789, 0.518778],
[0.186395, 0.511690],
[0.175626, 0.506075],
[0.179584, 0.506075],
[0.188973, 0.506535],
[0.194588, 0.509297],
[0.196797, 0.511414],
[0.185659, 0.508100],
[0.179216, 0.511138],
[0.189525, 0.515280],
[0.193575, 0.515096],
[0.192378, 0.518594],
[0.194496, 0.513255],
[0.192102, 0.516476],
[0.179676, 0.516108],
[0.182253, 0.521631],
[0.190630, 0.522920],
[0.206001, 0.522828],
[0.199098, 0.525773],
[0.198638, 0.525957],
[0.191458, 0.520711],
[0.185567, 0.521171],
[0.201583, 0.519790],
[0.199466, 0.523012],
[0.193851, 0.520987],
[0.187592, 0.521447],
[0.174153, 0.520066],
[0.183450, 0.520895],
[0.197165, 0.524208],
[0.194035, 0.520711],
[0.189065, 0.521907],
[0.189525, 0.523380],
[0.190998, 0.511414],
[0.191458, 0.512242],
[0.196152, 0.508284],
[0.202964, 0.506167],
[0.199926, 0.514635],
[0.186948, 0.518778],
[0.181241, 0.513071],
[0.176638, 0.513163],
[0.173141, 0.513899],
[0.176730, 0.512610],
[0.175258, 0.514543],
[0.203056, 0.507732],
[0.203516, 0.511138],
[0.202043, 0.508560],
[0.194311, 0.511506],
[0.190722, 0.516845],
[0.184647, 0.515648],
[0.197625, 0.521171],
[0.199650, 0.520803],
[0.197625, 0.527062],
[0.202780, 0.536635],
[0.208211, 0.540869],
[0.208027, 0.534702],
[0.197809, 0.527706],
]

rf_evo_gru_4 = [
    [0.003498, 0.005983],
[0.012058, 0.035714],
[0.014635, 0.045471],
[0.017121, 0.046208],
[0.031480, 0.063052],
[0.039304, 0.073362],
[0.041053, 0.080817],
[0.051178, 0.092599],
[0.047128, 0.107971],
[0.046760, 0.128958],
[0.048417, 0.147275],
[0.049982, 0.162371],
[0.049797, 0.168906],
[0.055412, 0.179676],
[0.056885, 0.180504],
[0.061672, 0.187224],
[0.059094, 0.186303],
[0.057622, 0.190814],
[0.058358, 0.199282],
[0.057253, 0.201583],
[0.057714, 0.207474],
[0.060567, 0.203240],
[0.062040, 0.209591],
[0.063052, 0.215482],
[0.067839, 0.225884],
[0.073914, 0.234812],
[0.070232, 0.230210],
[0.069311, 0.234352],
[0.068391, 0.229566],
[0.067010, 0.233155],
[0.072073, 0.238678],
[0.068391, 0.237390],
[0.070140, 0.239138],
[0.072533, 0.236653],
[0.075755, 0.241440],
[0.079437, 0.248895],
[0.083579, 0.252393],
[0.080633, 0.255247],
[0.082198, 0.252577],
[0.084223, 0.259113],
[0.081462, 0.250828],
[0.085788, 0.256443],
[0.085236, 0.255983],
[0.088733, 0.268778],
[0.086708, 0.265832],
[0.089010, 0.287187],
[0.095085, 0.291697],
[0.098122, 0.303019],
[0.102817, 0.301086],
[0.104289, 0.299613],
[0.096557, 0.293262],
[0.098490, 0.293722],
[0.096189, 0.298969],
[0.100792, 0.305504],
[0.103369, 0.312776],
[0.100147, 0.306149],
[0.098122, 0.308358],
[0.096373, 0.312592],
[0.109168, 0.325847],
[0.110549, 0.328516],
[0.112297, 0.338273],
[0.113770, 0.331001],
[0.105762, 0.333119],
[0.109168, 0.337813],
[0.107051, 0.332566],
[0.114875, 0.334131],
[0.121962, 0.344901],
[0.131351, 0.359812],
[0.126749, 0.368925],
[0.119661, 0.364230],
[0.117452, 0.360088],
[0.115335, 0.366532],
[0.124816, 0.375092],
[0.126473, 0.371686],
[0.125828, 0.365335],
[0.124172, 0.363494],
[0.128314, 0.372147],
[0.135677, 0.380891],
[0.138715, 0.383284],
[0.154547, 0.390464],
[0.157216, 0.394330],
[0.155560, 0.390096],
[0.164672, 0.394606],
[0.160346, 0.388899],
[0.161451, 0.395066],
[0.162279, 0.397644],
[0.167710, 0.401325],
[0.162463, 0.400037],
[0.153811, 0.393041],
[0.140556, 0.383008],
[0.137795, 0.378406],
[0.142029, 0.389175],
[0.148840, 0.388715],
[0.162371, 0.397459],
[0.159978, 0.394698],
[0.160714, 0.394974],
[0.158137, 0.394974],
[0.158597, 0.396907],
[0.158505, 0.406112],
[0.159242, 0.398196],
[0.155007, 0.399116],
[0.160806, 0.402798],
[0.161359, 0.410530],
[0.165409, 0.414212],
[0.174705, 0.430136],
[0.190261, 0.441182],
[0.189157, 0.437776],
[0.177927, 0.447993],
[0.178295, 0.448730],
[0.183542, 0.452320],
[0.198546, 0.457290],
[0.205081, 0.455357],
[0.198638, 0.451859],
[0.201307, 0.454529],
[0.205725, 0.452596],
[0.202872, 0.453240],
[0.198270, 0.453976],
[0.199006, 0.453424],
[0.204805, 0.455725],
[0.211892, 0.457198],
[0.212721, 0.453148],
[0.211616, 0.460328],
[0.214378, 0.461800],
[0.212629, 0.463457],
[0.205817, 0.467507],
[0.210512, 0.474871],
[0.213918, 0.468336],
[0.209959, 0.473306],
[0.218888, 0.469993],
[0.219809, 0.469624],
[0.219624, 0.463641],
[0.217415, 0.468244],
[0.215666, 0.474503],
[0.214194, 0.472202],
[0.221373, 0.477172],
[0.224871, 0.476068],
[0.235825, 0.473306],
[0.239783, 0.481499],
[0.223582, 0.480486],
[0.220453, 0.480394],
[0.236469, 0.479566],
[0.235825, 0.483339],
[0.228277, 0.490059],
[0.237758, 0.484352],
[0.249816, 0.488678],
[0.242176, 0.496502],
[0.237390, 0.486377],
[0.236193, 0.492728],
[0.232603, 0.491532],
[0.229105, 0.488494],
[0.230302, 0.491532],
[0.225239, 0.494753],
[0.222754, 0.498711],
[0.217507, 0.492820],
[0.222018, 0.493373],
[0.218336, 0.491348],
[0.228553, 0.489691],
[0.217415, 0.487297],
[0.225055, 0.497791],
[0.229289, 0.502393],
[0.224963, 0.499908],
[0.232511, 0.500644],
[0.224503, 0.498343],
[0.230486, 0.497607],
[0.224963, 0.498159],
[0.217968, 0.505247],
[0.226160, 0.504050],
[0.232879, 0.497883],
[0.238310, 0.495766],
[0.240151, 0.504326],
[0.221281, 0.501565],
[0.211892, 0.502025],
[0.220361, 0.496226],
[0.234076, 0.496594],
[0.229289, 0.501933],
[0.236837, 0.497883],
[0.229013, 0.495674],
[0.231867, 0.497515],
[0.233063, 0.500552],
[0.227448, 0.498895],
[0.235088, 0.502301],
[0.227448, 0.511322],
[0.230486, 0.504510],
[0.211524, 0.507180],
[0.215574, 0.498895],
[0.224871, 0.511506],
[0.234812, 0.517213],
[0.249632, 0.520895],
[0.249908, 0.516476],
[0.239599, 0.524669],
[0.246502, 0.520711],
[0.238402, 0.515832],
[0.228277, 0.525405],
[0.245950, 0.525129],
[0.236469, 0.521999],
[0.231038, 0.524485],
[0.236837, 0.524945],
[0.239323, 0.521999],
[0.228093, 0.530007],
[0.236929, 0.530376],
[0.237666, 0.532124],
[0.237113, 0.533505],
[0.232695, 0.535714],
[0.209407, 0.532585],
[0.227356, 0.531572],
[0.238586, 0.530376],
[0.249908, 0.532216],
[0.227541, 0.528351],
[0.217231, 0.529179],
[0.211985, 0.525681],
[0.230210, 0.524116],
[0.213457, 0.519698],
[0.208671, 0.508008],
[0.209131, 0.520158],
[0.223582, 0.523472],
[0.230486, 0.524577],
[0.245122, 0.522920],
[0.218428, 0.523748],
[0.215574, 0.519422],
[0.205449, 0.516937],
[0.191642, 0.520066],
[0.210236, 0.522367],
[0.219993, 0.523932],
[0.231222, 0.521723],
[0.201767, 0.516845],
[0.202872, 0.516753],
[0.211616, 0.517029],
[0.210880, 0.519606],
[0.202320, 0.523196],
[0.205909, 0.528166],
[0.203148, 0.525221],
[0.206278, 0.525037],
[0.212721, 0.520342],
[0.216955, 0.518594],
[0.204621, 0.515648],
[0.209039, 0.518686],
[0.224503, 0.515740],
[0.216863, 0.521079],
[0.210236, 0.523564],
[0.206370, 0.526233],
[0.219072, 0.519698],
[0.217968, 0.514820],
[0.203608, 0.515004],
[0.190814, 0.513439],
[0.206370, 0.522367],
[0.210512, 0.520987],
[0.203424, 0.517765],
[0.195876, 0.519330],
[0.195140, 0.516016],
[0.200295, 0.518778],
[0.191182, 0.509297],
[0.193575, 0.509849],
[0.193851, 0.518778],
[0.200018, 0.516476],
[0.196429, 0.513715],
[0.186487, 0.513439],
[0.192102, 0.518778],
[0.201675, 0.518594],
[0.189065, 0.515372],
[0.204529, 0.512979],
[0.191182, 0.513531],
[0.186764, 0.513439],
[0.183634, 0.516200],
[0.160714, 0.511598],
[0.168722, 0.503130],
[0.173693, 0.508192],
[0.180965, 0.509481],
[0.184370, 0.517489],
[0.186948, 0.521539],
[0.185475, 0.517581],
[0.185199, 0.523564],
[0.191366, 0.527890],
[0.189249, 0.524392],
[0.197165, 0.524577],
[0.184923, 0.524577],
[0.194956, 0.521907],
[0.192010, 0.522091],
[0.195048, 0.526141],
[0.197349, 0.528074],
[0.198085, 0.530376],
[0.203056, 0.530744],
[0.189893, 0.526510],
[0.192563, 0.528627],
[0.193943, 0.526325],
[0.193575, 0.520711],
[0.179952, 0.520066],
[0.189157, 0.528166],
[0.191734, 0.529639],
[0.188881, 0.528995],
[0.196429, 0.526325],
[0.198546, 0.529087],
[0.208027, 0.529547],
[0.207198, 0.523656],
[0.192563, 0.526510],
[0.188144, 0.518594],
[0.187316, 0.517673],
[0.212077, 0.517213],
[0.209223, 0.514635],
[0.196705, 0.521907],
[0.175166, 0.521539],
[0.182714, 0.529915],
[0.191090, 0.524853],
[0.192655, 0.527430],
[0.196797, 0.531296],
[0.199650, 0.532953],
[0.204253, 0.526141],
[0.207198, 0.528074],
[0.203884, 0.530652],
[0.204253, 0.527154],
[0.204713, 0.522367],
[0.183726, 0.522459],
[0.213181, 0.516476],
[0.199282, 0.516753],
[0.201491, 0.516753],
[0.204621, 0.516108],
[0.213181, 0.524669],
[0.221926, 0.524853],
[0.210328, 0.528627],
[0.188420, 0.531480],
[0.192563, 0.535070],
[0.209039, 0.541973],
[0.197257, 0.544367],
[0.180044, 0.534702],
[0.177283, 0.529639],
[0.190446, 0.530744],
[0.194956, 0.533689],
[0.187408, 0.531664],
[0.178479, 0.536359],
[0.179768, 0.531296],
[0.190169, 0.524116],
[0.186487, 0.523012],
[0.191826, 0.518409],
[0.197717, 0.523932],
[0.183266, 0.520803],
[0.174797, 0.519514],
[0.180873, 0.521999],
[0.201675, 0.528535],
[0.179952, 0.530836],
[0.169735, 0.527246],
[0.166973, 0.529179],
[0.186580, 0.531296],
[0.168999, 0.530836],
[0.175626, 0.530099],
[0.165961, 0.532032],
[0.165593, 0.537555],
[0.168722, 0.535990],
[0.175074, 0.534702],
[0.175350, 0.534794],
[0.162831, 0.531848],
[0.151602, 0.527154],
[0.163752, 0.535254],
[0.181977, 0.522644],
[0.169367, 0.524300],
[0.152246, 0.527798],
[0.178663, 0.527890],
[0.166237, 0.523380],
[0.175442, 0.529363],
[0.171760, 0.528074],
[0.179400, 0.532124],
[0.180781, 0.530560],
[0.160070, 0.526602],
[0.175810, 0.529731],
[0.178571, 0.533045],
[0.173417, 0.534610],
[0.173785, 0.525037],
[0.172865, 0.531296],
[0.174245, 0.532677],
[0.175074, 0.534702],
[0.169643, 0.530928],
[0.172496, 0.535254],
[0.164764, 0.530468],
[0.160898, 0.532032],
[0.152890, 0.537555],
[0.133652, 0.537187],
[0.129050, 0.537923],
[0.146723, 0.536082],
[0.137426, 0.542158],
[0.134297, 0.536543],
[0.153811, 0.533413],
[0.149853, 0.533505],
[0.144514, 0.535254],
[0.156112, 0.534886],
[0.172772, 0.537923],
[0.149392, 0.538200],
[0.150773, 0.534610],
[0.160254, 0.535254],
[0.160622, 0.541421],
[0.162095, 0.542158],
[0.163568, 0.535622],
[0.169367, 0.538108],
[0.172957, 0.533873],
[0.160898, 0.533321],
[0.150681, 0.530007],
[0.166881, 0.533505],
[0.174337, 0.538476],
[0.166881, 0.537463],
[0.160346, 0.532124],
[0.178848, 0.535898],
[0.156480, 0.536267],
[0.155007, 0.541237],
[0.175534, 0.534794],
[0.154455, 0.534242],
[0.160346, 0.533505],
[0.163200, 0.528903],
[0.173233, 0.533321],
[0.144514, 0.536819],
[0.137979, 0.540409],
[0.139543, 0.536451],
[0.143686, 0.542342],
[0.163936, 0.544367],
[0.152430, 0.545839],
[0.166053, 0.552651],
[0.142949, 0.540869],
[0.135493, 0.542526],
[0.133929, 0.540593],
[0.148196, 0.542342],
[0.141476, 0.535162],
[0.135677, 0.541053],
[0.152154, 0.540869],
[0.152338, 0.537187],
[0.166605, 0.538844],
[0.136782, 0.543538],
[0.136414, 0.536451],
[0.167158, 0.541513],
[0.146355, 0.538292],
[0.145066, 0.534057],
[0.163936, 0.539304],
[0.155744, 0.538476],
[0.166053, 0.540685],
[0.142397, 0.534978],
[0.150405, 0.537739],
[0.143133, 0.533045],
[0.135309, 0.528903],
[0.141108, 0.532493],
[0.151878, 0.533045],
[0.146539, 0.536727],
[0.137426, 0.540777],
[0.149116, 0.537279],
[0.151878, 0.536543],
[0.134021, 0.534886],
[0.154087, 0.542802],
[0.160898, 0.539856],
[0.151418, 0.542618],
[0.163015, 0.541973],
[0.149577, 0.540777],
[0.120950, 0.535162],
[0.124264, 0.533873],
[0.144974, 0.536451],
[0.144882, 0.538384],
[0.116256, 0.534334],
[0.133376, 0.537279],
[0.141108, 0.536727],
[0.138715, 0.535622],
[0.136690, 0.539396],
[0.159610, 0.539028],
[0.137887, 0.541053],
[0.133652, 0.543814],
[0.144698, 0.537739],
[0.141292, 0.537279],
[0.113310, 0.530928],
[0.134849, 0.533229],
[0.143133, 0.534886],
[0.125276, 0.534978],
[0.123803, 0.531848],
[0.126197, 0.540409],
[0.143133, 0.543999],
[0.115519, 0.539304],
[0.128866, 0.538936],
[0.122331, 0.540869],
[0.147828, 0.540317],
[0.137150, 0.535070],
[0.128774, 0.530099],
[0.125276, 0.535530],
[0.137150, 0.537923],
[0.153903, 0.537095],
[0.128314, 0.538844],
[0.145803, 0.532585],
[0.138163, 0.533597],
[0.137150, 0.532216],
[0.144422, 0.540317],
[0.149208, 0.540869],
[0.122699, 0.544183],
[0.104934, 0.541789],
[0.130431, 0.547957],
[0.118189, 0.542158],
[0.109904, 0.542158],
[0.129142, 0.539764],
[0.117636, 0.537279],
[0.125184, 0.539764],
[0.125552, 0.539672],
[0.118557, 0.541881],
[0.104842, 0.545563],
[0.115795, 0.550994],
[0.112574, 0.549521],
[0.101344, 0.543630],
[0.100515, 0.545103],
[0.122331, 0.547588],
[0.139359, 0.549797],
[0.123159, 0.545563],
[0.140280, 0.548049],
[0.131075, 0.551730],
[0.130247, 0.551454],
[0.133744, 0.544275],
[0.130523, 0.546944],
[0.108524, 0.537371],
[0.116071, 0.545287],
[0.117728, 0.546760],
[0.115151, 0.552927],
[0.109536, 0.554492],
[0.108339, 0.550074],
[0.119293, 0.555228],
[0.116992, 0.550810],
[0.104289, 0.544275],
[0.115519, 0.544551],
[0.112850, 0.542434],
[0.110825, 0.539120],
[0.113494, 0.548969],
[0.113310, 0.546024],
[0.107879, 0.547772],
[0.115059, 0.552375],
[0.119753, 0.553295],
[0.105946, 0.550166],
[0.105854, 0.548693],
[0.120858, 0.547404],
[0.118281, 0.553571],
[0.111009, 0.551086],
[0.120950, 0.562408],
[0.127946, 0.560751],
[0.128958, 0.556517],
[0.126289, 0.555504],
[0.118004, 0.553756],
[0.120582, 0.557069],
[0.128222, 0.560015],
[0.115335, 0.559278],
[0.133284, 0.551546],
[0.140372, 0.557898],
[0.153166, 0.553940],
[0.143870, 0.555689],
[0.133929, 0.554768],
[0.141937, 0.555136],
[0.139451, 0.550718],
[0.130983, 0.556149],
[0.144146, 0.562960],
[0.151694, 0.560291],
[0.158505, 0.562132],
[0.140924, 0.561119],
[0.128038, 0.552283],
[0.135862, 0.554308],
[0.138255, 0.554584],
[0.136506, 0.554492],
[0.125184, 0.553940],
[0.125460, 0.549797],
[0.129050, 0.549061],
[0.121962, 0.557253],
[0.140924, 0.555228],
[0.131996, 0.557806],
[0.134297, 0.554676],
[0.141016, 0.556977],
[0.118189, 0.558634],
[0.133468, 0.557622],
[0.132088, 0.553756],
[0.121318, 0.557622],
[0.129971, 0.567471],
[0.128130, 0.564525],
[0.138991, 0.568851],
[0.161911, 0.577228],
[0.151325, 0.578148],
[0.141661, 0.577412],
[0.151694, 0.582382],
[0.159702, 0.586248],
[0.145803, 0.579621],
[0.136966, 0.577964],
[0.160254, 0.580633],
[0.155836, 0.576031],
[0.147828, 0.572901],
[0.169367, 0.574098],
[0.165593, 0.573454],
[0.156020, 0.565906],
[0.167986, 0.563236],
[0.185475, 0.565814],
[0.180412, 0.561395],
[0.179768, 0.560383],
[0.197165, 0.567194],
[0.183634, 0.569956],
[0.189893, 0.570048],
[0.169275, 0.577688],
[0.170839, 0.576399],
[0.187684, 0.570600],
[0.175626, 0.575479],
[0.171300, 0.578884],
[0.165869, 0.571889],
[0.177099, 0.565630],
[0.189525, 0.566550],
[0.182161, 0.557345],
[0.197073, 0.556425],
[0.170839, 0.561303],
[0.171208, 0.562500],
[0.171484, 0.557069],
[0.168906, 0.556517],
[0.175074, 0.556609],
[0.173693, 0.552007],
[0.175718, 0.553203],
[0.169551, 0.551915],
[0.162463, 0.557622],
[0.172220, 0.555689],
[0.170563, 0.552467],
[0.151970, 0.554676],
[0.156572, 0.549429],
[0.148288, 0.550166],
[0.181517, 0.553387],
[0.177835, 0.556609],
[0.164948, 0.550166],
[0.161727, 0.540961],
[0.170747, 0.539304],
[0.191826, 0.543170],
[0.197993, 0.549337],
[0.190814, 0.547036],
[0.181701, 0.538015],
[0.167986, 0.540685],
[0.179584, 0.542158],
[0.183726, 0.536911],
[0.173233, 0.539304],
[0.168906, 0.536267],
[0.182345, 0.536635],
[0.176823, 0.537739],
[0.159057, 0.539120],
[0.161911, 0.543630],
[0.155007, 0.537187],
[0.169275, 0.540777],
[0.180044, 0.544275],
[0.178940, 0.543999],
[0.164212, 0.545011],
[0.163384, 0.542434],
[0.160162, 0.539672],
[0.146999, 0.536359],
[0.144882, 0.540501],
[0.148472, 0.538660],
[0.156480, 0.541145],
[0.160162, 0.543999],
[0.161082, 0.542342],
[0.162003, 0.538384],
[0.166697, 0.542986],
[0.157124, 0.543999],
[0.152798, 0.549245],
[0.150589, 0.543630],
]

rf_evo_gru_5 = [
    [0.005983, 0.001013],
[0.005799, 0.020158],
[0.012426, 0.049797],
[0.018133, 0.056885],
[0.030191, 0.074190],
[0.035898, 0.080265],
[0.045747, 0.099503],
[0.048417, 0.113954],
[0.046392, 0.128498],
[0.050350, 0.148380],
[0.052191, 0.167342],
[0.056793, 0.188328],
[0.053940, 0.185935],
[0.049153, 0.185291],
[0.048417, 0.186856],
[0.050902, 0.192655],
[0.049245, 0.188144],
[0.051823, 0.190538],
[0.053940, 0.193575],
[0.056977, 0.192747],
[0.055136, 0.197717],
[0.054032, 0.203516],
[0.059554, 0.203148],
[0.058266, 0.201307],
[0.059094, 0.205541],
[0.060843, 0.204989],
[0.064249, 0.211156],
[0.065722, 0.214746],
[0.066826, 0.216771],
[0.066090, 0.220821],
[0.064985, 0.222938],
[0.062040, 0.222018],
[0.065538, 0.220545],
[0.065353, 0.221742],
[0.067839, 0.223030],
[0.067378, 0.230578],
[0.071152, 0.234812],
[0.074098, 0.239599],
[0.069956, 0.240243],
[0.068023, 0.238126],
[0.067194, 0.240519],
[0.066918, 0.243096],
[0.069772, 0.245306],
[0.070600, 0.255431],
[0.074190, 0.255247],
[0.074282, 0.251657],
[0.072717, 0.254878],
[0.075663, 0.259113],
[0.078516, 0.261046],
[0.075203, 0.257088],
[0.083027, 0.272367],
[0.084775, 0.275313],
[0.090666, 0.283321],
[0.092968, 0.286727],
[0.093704, 0.287187],
[0.098122, 0.292250],
[0.098582, 0.297680],
[0.099319, 0.301915],
[0.094256, 0.294091],
[0.097110, 0.296668],
[0.097478, 0.302651],
[0.099963, 0.313973],
[0.097386, 0.317839],
[0.097938, 0.327504],
[0.095269, 0.320324],
[0.096742, 0.323546],
[0.108432, 0.327688],
[0.113218, 0.330633],
[0.118004, 0.334867],
[0.115519, 0.343152],
[0.109904, 0.342784],
[0.113310, 0.345453],
[0.119385, 0.354566],
[0.122147, 0.354289],
[0.126105, 0.359536],
[0.129234, 0.365243],
[0.130983, 0.369385],
[0.131259, 0.370398],
[0.138991, 0.375184],
[0.128958, 0.363494],
[0.136322, 0.376749],
[0.127853, 0.369201],
[0.135125, 0.380247],
[0.146079, 0.388163],
[0.128498, 0.373987],
[0.125276, 0.374356],
[0.138163, 0.384113],
[0.148288, 0.389635],
[0.152246, 0.392765],
[0.152430, 0.395342],
[0.139359, 0.392489],
[0.138255, 0.393870],
[0.159794, 0.405191],
[0.160898, 0.400773],
[0.156664, 0.396263],
[0.144422, 0.388715],
[0.153811, 0.398932],
[0.155099, 0.398932],
[0.160898, 0.405007],
[0.174337, 0.413384],
[0.165409, 0.409886],
[0.165777, 0.408045],
[0.173233, 0.411175],
[0.161359, 0.413936],
[0.178111, 0.422865],
[0.182714, 0.425534],
[0.182714, 0.424245],
[0.183542, 0.423509],
[0.175534, 0.421944],
[0.174429, 0.425258],
[0.172957, 0.425718],
[0.181977, 0.430873],
[0.177835, 0.431149],
[0.178571, 0.436764],
[0.187040, 0.444496],
[0.195232, 0.444772],
[0.202043, 0.443483],
[0.202320, 0.444404],
[0.194864, 0.441734],
[0.196060, 0.453884],
[0.201399, 0.456278],
[0.198546, 0.461064],
[0.200663, 0.459039],
[0.191642, 0.453424],
[0.185199, 0.449558],
[0.191366, 0.452228],
[0.206094, 0.454621],
[0.201859, 0.458119],
[0.198362, 0.463549],
[0.197625, 0.458027],
[0.205725, 0.461800],
[0.208119, 0.464378],
[0.202412, 0.462077],
[0.196060, 0.467323],
[0.196337, 0.470729],
[0.195048, 0.470821],
[0.190077, 0.468244],
[0.187408, 0.466495],
[0.199834, 0.462813],
[0.196244, 0.462261],
[0.200663, 0.466679],
[0.199650, 0.468520],
[0.195508, 0.458119],
[0.203516, 0.468796],
[0.197073, 0.470729],
[0.210052, 0.469624],
[0.209223, 0.478737],
[0.220453, 0.481775],
[0.212077, 0.473675],
[0.210236, 0.460604],
[0.192194, 0.458579],
[0.188973, 0.453424],
[0.193667, 0.453516],
[0.198546, 0.455173],
[0.207474, 0.461800],
[0.219348, 0.460052],
[0.218428, 0.466771],
[0.210788, 0.461524],
[0.207842, 0.462169],
[0.208579, 0.461064],
[0.215851, 0.468428],
[0.222662, 0.470913],
[0.209499, 0.472662],
[0.222662, 0.478737],
[0.224227, 0.479934],
[0.219716, 0.485641],
[0.214838, 0.483155],
[0.227264, 0.486009],
[0.223767, 0.489691],
[0.228277, 0.488494],
[0.226068, 0.492636],
[0.224135, 0.496594],
[0.217507, 0.489691],
[0.215298, 0.490887],
[0.203884, 0.483339],
[0.202043, 0.479658],
[0.211064, 0.476620],
[0.200479, 0.473122],
[0.216311, 0.478737],
[0.212077, 0.485088],
[0.209131, 0.484536],
[0.220545, 0.479473],
[0.228185, 0.487205],
[0.221281, 0.486653],
[0.221005, 0.491716],
[0.212261, 0.492728],
[0.235088, 0.492176],
[0.221281, 0.488310],
[0.214470, 0.482971],
[0.218612, 0.484812],
[0.219440, 0.484720],
[0.238678, 0.489783],
[0.230118, 0.487666],
[0.206001, 0.484352],
[0.214378, 0.487297],
[0.209959, 0.489599],
[0.219348, 0.494937],
[0.232511, 0.496410],
[0.227817, 0.493096],
[0.225423, 0.496594],
[0.216311, 0.492728],
[0.212997, 0.492084],
[0.220085, 0.494201],
[0.222846, 0.490887],
[0.208303, 0.497607],
[0.207566, 0.488126],
[0.220729, 0.493281],
[0.222478, 0.490151],
[0.224227, 0.492084],
[0.221281, 0.496042],
[0.220637, 0.495306],
[0.220729, 0.497054],
[0.225884, 0.489599],
[0.205633, 0.490979],
[0.199282, 0.491992],
[0.211616, 0.498343],
[0.228277, 0.500092],
[0.232235, 0.506904],
[0.232235, 0.502577],
[0.230486, 0.508100],
[0.221189, 0.501657],
[0.212629, 0.503222],
[0.234536, 0.506535],
[0.241071, 0.511414],
[0.237113, 0.512242],
[0.243465, 0.514083],
[0.233432, 0.507824],
[0.233984, 0.506719],
[0.220177, 0.503958],
[0.210236, 0.499356],
[0.214102, 0.504050],
[0.222662, 0.495398],
[0.224595, 0.500828],
[0.217507, 0.500920],
[0.220821, 0.501933],
[0.218612, 0.499908],
[0.229197, 0.504878],
[0.227448, 0.503314],
[0.217507, 0.510585],
[0.214470, 0.512150],
[0.208855, 0.511506],
[0.215206, 0.514451],
[0.209775, 0.516937],
[0.205541, 0.515004],
[0.226436, 0.516476],
[0.229566, 0.517489],
[0.212169, 0.503866],
[0.209867, 0.508376],
[0.216403, 0.501565],
[0.224687, 0.508192],
[0.214654, 0.505983],
[0.225055, 0.501289],
[0.237850, 0.510677],
[0.234812, 0.512610],
[0.223767, 0.505063],
[0.233247, 0.517857],
[0.227448, 0.513531],
[0.228553, 0.515648],
[0.239415, 0.523748],
[0.226068, 0.522920],
[0.228093, 0.521631],
[0.231130, 0.530928],
[0.229381, 0.526602],
[0.219440, 0.520987],
[0.226160, 0.521079],
[0.241440, 0.520158],
[0.244017, 0.520250],
[0.227080, 0.519422],
[0.203792, 0.509389],
[0.205081, 0.510401],
[0.230946, 0.512150],
[0.240795, 0.516108],
[0.240335, 0.515372],
[0.214930, 0.514635],
[0.215206, 0.508008],
[0.213181, 0.508376],
[0.218888, 0.508929],
[0.230762, 0.509573],
[0.231499, 0.517949],
[0.220637, 0.518778],
[0.216127, 0.513623],
[0.228369, 0.512610],
[0.236285, 0.518133],
[0.230854, 0.516384],
[0.225700, 0.519974],
[0.212169, 0.520342],
[0.219440, 0.513899],
[0.230670, 0.520158],
[0.225331, 0.516845],
[0.217876, 0.519054],
[0.226252, 0.518686],
[0.236009, 0.526049],
[0.218428, 0.522644],
[0.210512, 0.512518],
[0.212353, 0.514912],
[0.219532, 0.513347],
[0.220361, 0.507640],
[0.220913, 0.510677],
[0.200479, 0.502117],
[0.208579, 0.505339],
[0.205541, 0.509757],
[0.211892, 0.510585],
[0.213918, 0.516661],
[0.214470, 0.513071],
[0.199926, 0.511874],
[0.191182, 0.507640],
[0.188789, 0.510954],
[0.200479, 0.513347],
[0.197165, 0.511138],
[0.207198, 0.513071],
[0.208303, 0.512979],
[0.216403, 0.512334],
[0.205909, 0.509757],
[0.216035, 0.511690],
[0.195784, 0.512334],
[0.178571, 0.507272],
[0.215666, 0.514267],
[0.216035, 0.518962],
[0.215390, 0.517949],
[0.205725, 0.514267],
[0.209223, 0.509389],
[0.218704, 0.512979],
[0.209039, 0.511414],
[0.207106, 0.519238],
[0.219072, 0.516384],
[0.227448, 0.516108],
[0.230670, 0.515740],
[0.223859, 0.516661],
[0.211432, 0.517397],
[0.224043, 0.518409],
[0.225331, 0.519422],
[0.223214, 0.514359],
[0.225331, 0.520527],
[0.231683, 0.517029],
[0.228369, 0.512610],
[0.225792, 0.509113],
[0.219901, 0.515096],
[0.218704, 0.510954],
[0.224871, 0.513439],
[0.219440, 0.510493],
[0.233432, 0.512242],
[0.221742, 0.514359],
[0.221281, 0.515556],
[0.242176, 0.518686],
[0.214930, 0.511230],
[0.214010, 0.516845],
[0.217323, 0.512426],
[0.224319, 0.508284],
[0.238402, 0.516384],
[0.237758, 0.519330],
[0.218520, 0.516200],
[0.222110, 0.520250],
[0.219532, 0.516845],
[0.214378, 0.512242],
[0.208671, 0.517213],
[0.226804, 0.518225],
[0.231775, 0.517489],
[0.231683, 0.521447],
[0.214286, 0.516661],
[0.204529, 0.507640],
[0.214470, 0.516661],
[0.214930, 0.518778],
[0.220729, 0.517213],
[0.215114, 0.516476],
[0.211064, 0.514543],
[0.203240, 0.516568],
[0.222662, 0.522459],
[0.220361, 0.519974],
[0.217876, 0.517949],
[0.213733, 0.524208],
[0.215114, 0.528627],
[0.221465, 0.527430],
[0.220545, 0.524024],
[0.228461, 0.529179],
[0.225608, 0.523840],
[0.225239, 0.526510],
[0.223675, 0.526602],
[0.217784, 0.523196],
[0.210144, 0.518501],
[0.224963, 0.521907],
[0.214562, 0.514728],
[0.223582, 0.521999],
[0.226436, 0.520711],
[0.234628, 0.527798],
[0.207198, 0.520066],
[0.216495, 0.528258],
[0.222754, 0.534794],
[0.216679, 0.531756],
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[0.193851, 0.529639],
[0.189893, 0.530652],
[0.194404, 0.524024],
[0.198822, 0.521723],
[0.206462, 0.526970],
[0.183450, 0.526049],
[0.199190, 0.531020],
[0.206278, 0.530836],
[0.193023, 0.530191],
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[0.199374, 0.527430],
[0.199926, 0.525497],
[0.203884, 0.523012],
[0.203608, 0.515556],
[0.198454, 0.516845],
[0.181425, 0.521815],
[0.204253, 0.524761],
[0.209591, 0.521079],
[0.213089, 0.519422],
[0.201123, 0.518133],
[0.207842, 0.524945],
[0.221373, 0.528351],
[0.223490, 0.527798],
[0.197901, 0.529639],
[0.195416, 0.530652],
[0.209867, 0.530836],
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[0.187132, 0.519238],
[0.202320, 0.519882],
[0.205173, 0.519238],
[0.190169, 0.519054],
[0.188881, 0.520066],
[0.226804, 0.514820],
[0.206186, 0.517029],
[0.202043, 0.508468],
[0.198914, 0.509297],
[0.179768, 0.517397],
[0.175534, 0.518225],
[0.186948, 0.519790],
[0.172772, 0.517765],
[0.182161, 0.515372],
[0.181517, 0.517489],
[0.195876, 0.522828],
[0.172036, 0.515924],
[0.191550, 0.527614],
[0.186487, 0.526694],
[0.165133, 0.524392],
[0.191918, 0.537463],
[0.194588, 0.536175],
[0.194496, 0.538660],
[0.197993, 0.530284],
[0.179952, 0.531940],
[0.196060, 0.531296],
[0.188144, 0.531848],
[0.200203, 0.529639],
[0.190077, 0.527246],
[0.182345, 0.528351],
[0.200110, 0.528719],
[0.191550, 0.528258],
[0.193667, 0.539488],
[0.190998, 0.535714],
[0.181057, 0.544551],
[0.201399, 0.534334],
[0.211616, 0.534518],
[0.191642, 0.532677],
[0.166973, 0.528258],
[0.168630, 0.533597],
[0.173233, 0.531664],
[0.191550, 0.532585],
[0.193115, 0.528258],
[0.189525, 0.533229],
[0.188236, 0.528166],
[0.190169, 0.525865],
[0.191550, 0.528351],
[0.185015, 0.527614],
[0.180965, 0.525773],
[0.171944, 0.526325],
[0.177651, 0.531204],
[0.179032, 0.531940],
[0.168446, 0.527062],
[0.199650, 0.534978],
[0.196337, 0.535070],
[0.199742, 0.536911],
[0.189801, 0.538015],
[0.168999, 0.529639],
[0.172957, 0.533689],
[0.182990, 0.530376],
[0.190077, 0.534610],
[0.190630, 0.531940],
[0.175994, 0.531020],
[0.181885, 0.527062],
[0.192102, 0.528443],
[0.193299, 0.525865],
[0.195692, 0.527706],
[0.206462, 0.532769],
[0.193207, 0.529271],
[0.195876, 0.531756],
[0.214562, 0.532124],
[0.214654, 0.532585],
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[0.196337, 0.539488],
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[0.198270, 0.532216],
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[0.193299, 0.527154],
[0.197993, 0.530928],
[0.213825, 0.534426],
[0.207014, 0.533321],
[0.192378, 0.533597],
[0.201767, 0.544091],
[0.197073, 0.541789],
[0.198177, 0.545103],
[0.180044, 0.546208],
[0.193667, 0.545195],
[0.211524, 0.552651],
[0.212445, 0.548233],
[0.229566, 0.546760],
[0.216679, 0.545011],
[0.192010, 0.537555],
[0.186027, 0.534886],
[0.198454, 0.530836],
[0.196613, 0.531296],
[0.223030, 0.540501],
[0.207290, 0.528719],
[0.206830, 0.529455],
[0.208671, 0.525865],
[0.191274, 0.526694],
[0.190538, 0.525865],
[0.196152, 0.529731],
[0.192563, 0.527522],
[0.200755, 0.526970],
[0.200018, 0.526694],
[0.189157, 0.532124],
[0.186395, 0.532309],
[0.188052, 0.531020],
[0.184739, 0.532309],
[0.205817, 0.536635],
[0.219164, 0.529271],
[0.210052, 0.533413],
[0.201767, 0.528166],
[0.205725, 0.525773],
[0.210604, 0.529271],
[0.214010, 0.525129],
[0.213549, 0.531296],
[0.208487, 0.527338],
[0.197625, 0.521907],
[0.204161, 0.521631],
[0.196429, 0.527430],
[0.198730, 0.521355],
[0.207842, 0.525865],
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[0.211432, 0.524116],
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[0.228737, 0.530284],
[0.205449, 0.530376],
[0.206646, 0.533045],
[0.208579, 0.529915],
]

rf_evo_gru_6 = [
    [0.003038, 0.000552],
[0.007916, 0.021723],
[0.010217, 0.031020],
[0.011322, 0.032585],
[0.019790, 0.047865],
[0.021907, 0.050258],
[0.026970, 0.059186],
[0.039856, 0.078424],
[0.045011, 0.092231],
[0.043722, 0.109076],
[0.046208, 0.138531],
[0.051178, 0.156112],
[0.052099, 0.162371],
[0.049429, 0.168722],
[0.045747, 0.174061],
[0.049521, 0.177559],
[0.051086, 0.187776],
[0.053940, 0.189985],
[0.057806, 0.186027],
[0.058542, 0.196521],
[0.057806, 0.203240],
[0.060107, 0.210144],
[0.063881, 0.215574],
[0.071244, 0.219993],
[0.072533, 0.223306],
[0.074098, 0.230946],
[0.077596, 0.226712],
[0.075295, 0.226896],
[0.073914, 0.223214],
[0.080081, 0.231591],
[0.083027, 0.233892],
[0.086616, 0.241440],
[0.093244, 0.246870],
[0.093520, 0.248159],
[0.097386, 0.248619],
[0.097202, 0.253590],
[0.099411, 0.251657],
[0.093428, 0.252669],
[0.094072, 0.258652],
[0.094440, 0.264451],
[0.102541, 0.272736],
[0.107603, 0.275221],
[0.106867, 0.278811],
[0.104289, 0.278995],
[0.105302, 0.283229],
[0.115703, 0.287647],
[0.113126, 0.288384],
[0.117912, 0.298785],
[0.121686, 0.308358],
[0.122054, 0.311487],
[0.125184, 0.314617],
[0.121778, 0.309554],
[0.119753, 0.304400],
[0.125000, 0.310291],
[0.128866, 0.311856],
[0.126565, 0.312684],
[0.131719, 0.329529],
[0.125920, 0.328700],
[0.125644, 0.320048],
[0.120398, 0.325847],
[0.131535, 0.333487],
[0.131351, 0.328516],
[0.127117, 0.326767],
[0.124632, 0.332290],
[0.133376, 0.342047],
[0.144974, 0.348398],
[0.157401, 0.359628],
[0.152706, 0.366900],
[0.142029, 0.369845],
[0.137334, 0.370582],
[0.145987, 0.374816],
[0.150405, 0.381075],
[0.151141, 0.377025],
[0.152798, 0.378130],
[0.143133, 0.371410],
[0.141661, 0.374816],
[0.142397, 0.379971],
[0.137795, 0.385493],
[0.140280, 0.388439],
[0.145619, 0.392765],
[0.161359, 0.393870],
[0.162923, 0.401970],
[0.152982, 0.387795],
[0.146539, 0.395619],
[0.149485, 0.396263],
[0.159242, 0.406112],
[0.166697, 0.414304],
[0.174890, 0.416513],
[0.176270, 0.417066],
[0.171392, 0.418814],
[0.162739, 0.412831],
[0.164120, 0.414304],
[0.167710, 0.408689],
[0.175718, 0.418906],
[0.175166, 0.415777],
[0.172128, 0.417802],
[0.168262, 0.419275],
[0.164948, 0.420195],
[0.167342, 0.426823],
[0.162647, 0.426454],
[0.166605, 0.419643],
[0.161819, 0.426546],
[0.163844, 0.434647],
[0.171116, 0.434278],
[0.169275, 0.432622],
[0.163292, 0.430596],
[0.164580, 0.432345],
[0.165961, 0.436119],
[0.161175, 0.436027],
[0.159334, 0.439157],
[0.163476, 0.439341],
[0.165961, 0.440630],
[0.168170, 0.436672],
[0.172496, 0.447165],
[0.172404, 0.441734],
[0.176546, 0.443023],
[0.175074, 0.440630],
[0.173049, 0.430689],
[0.185291, 0.431517],
[0.181517, 0.438697],
[0.171208, 0.441550],
[0.173601, 0.443943],
[0.167250, 0.442747],
[0.182990, 0.444404],
[0.186027, 0.443851],
[0.189157, 0.444956],
[0.172772, 0.443115],
[0.183450, 0.442931],
[0.187592, 0.435843],
[0.188605, 0.434923],
[0.186580, 0.434278],
[0.186119, 0.437316],
[0.185383, 0.439525],
[0.180412, 0.437776],
[0.170932, 0.437592],
[0.178571, 0.441366],
[0.185567, 0.436580],
[0.187408, 0.440722],
[0.181517, 0.439801],
[0.180412, 0.446981],
[0.192010, 0.449282],
[0.177191, 0.448730],
[0.179400, 0.447809],
[0.185475, 0.446429],
[0.184923, 0.437500],
[0.179308, 0.443851],
[0.183082, 0.453792],
[0.188420, 0.458947],
[0.189617, 0.458303],
[0.194127, 0.456646],
[0.185199, 0.453884],
[0.165041, 0.450018],
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[0.176823, 0.457474],
[0.175166, 0.453700],
[0.170011, 0.452688],
[0.173325, 0.452504],
[0.180320, 0.457566],
[0.165317, 0.460144],
[0.153627, 0.456830],
[0.164396, 0.461708],
[0.181425, 0.463181],
[0.186119, 0.473767],
[0.179216, 0.469164],
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[0.182345, 0.480302],
[0.170011, 0.475884],
[0.173877, 0.473490],
[0.173509, 0.471097],
[0.175810, 0.465943],
[0.179584, 0.464654],
[0.180689, 0.465022],
[0.178295, 0.462813],
[0.177283, 0.461524],
[0.185567, 0.465943],
[0.172957, 0.467231],
[0.170655, 0.465114],
[0.178019, 0.461616],
[0.183358, 0.468152],
[0.192102, 0.472754],
[0.182345, 0.470545],
[0.189617, 0.473122],
[0.182898, 0.470913],
[0.175258, 0.469624],
[0.170932, 0.469164],
[0.176915, 0.472202],
[0.179492, 0.482603],
[0.176086, 0.486561],
[0.177743, 0.483063],
[0.168722, 0.485180],
[0.173049, 0.485180],
[0.178571, 0.484812],
[0.177835, 0.485365],
[0.173049, 0.488034],
[0.177007, 0.491348],
[0.181057, 0.487942],
[0.181149, 0.487205],
[0.184094, 0.493096],
[0.189341, 0.491808],
[0.177375, 0.491992],
[0.176362, 0.494385],
[0.169827, 0.492452],
[0.194219, 0.485180],
[0.199742, 0.489783],
[0.195692, 0.494661],
[0.199282, 0.497883],
[0.208211, 0.499816],
[0.200939, 0.494293],
[0.199098, 0.495122],
[0.198638, 0.491624],
[0.193115, 0.493189],
[0.205081, 0.487205],
[0.212905, 0.496778],
[0.204989, 0.499632],
[0.203424, 0.499724],
[0.201675, 0.498895],
[0.193299, 0.493649],
[0.196797, 0.491624],
[0.188605, 0.498619],
[0.193115, 0.494477],
[0.192471, 0.492820],
[0.194219, 0.491163],
[0.203792, 0.487850],
[0.200479, 0.492544],
[0.188973, 0.499540],
[0.168538, 0.491440],
[0.180689, 0.492544],
[0.192655, 0.485917],
[0.197533, 0.493281],
[0.183726, 0.493096],
[0.172220, 0.492728],
[0.189617, 0.495858],
[0.207934, 0.493465],
[0.199834, 0.493004],
[0.196337, 0.497239],
[0.206738, 0.497331],
[0.214470, 0.498619],
[0.211248, 0.501381],
[0.207290, 0.500920],
[0.200110, 0.498803],
[0.179032, 0.495122],
[0.173785, 0.491624],
[0.180320, 0.492728],
[0.181701, 0.498159],
[0.177099, 0.502577],
[0.175902, 0.502853],
[0.190630, 0.503590],
[0.185291, 0.503590],
[0.189433, 0.510033],
[0.181057, 0.515280],
[0.187408, 0.519146],
[0.197441, 0.523564],
[0.188236, 0.518133],
[0.184186, 0.519790],
[0.178111, 0.518778],
[0.182622, 0.515648],
[0.189249, 0.512150],
[0.201583, 0.516476],
[0.190446, 0.514543],
[0.194496, 0.518041],
[0.207198, 0.514451],
[0.182161, 0.513255],
[0.166697, 0.510493],
[0.181701, 0.512979],
[0.186580, 0.505891],
[0.179952, 0.507732],
[0.167986, 0.505707],
[0.187776, 0.506167],
[0.202688, 0.505155],
[0.200847, 0.502117],
[0.191642, 0.498343],
[0.164304, 0.499264],
[0.170195, 0.493833],
[0.184647, 0.497054],
[0.197257, 0.495582],
[0.171484, 0.495674],
[0.159610, 0.494385],
[0.170287, 0.487850],
[0.163015, 0.498619],
[0.173141, 0.498159],
[0.177191, 0.495858],
[0.155284, 0.496778],
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[0.162463, 0.523472],
[0.166881, 0.520342],
[0.178387, 0.521171],
[0.176362, 0.513439],
[0.183174, 0.509481],
[0.179860, 0.512610],
[0.180873, 0.511322],
[0.180873, 0.510217],
[0.180044, 0.509757],
[0.179032, 0.510125],
[0.166145, 0.508837],
[0.155652, 0.512518],
[0.162187, 0.504050],
[0.160254, 0.506719],
[0.161451, 0.506167],
[0.165225, 0.501197],
[0.164488, 0.505615],
[0.164856, 0.510677],
[0.161911, 0.507180],
[0.156020, 0.517029],
[0.165409, 0.516292],
[0.165593, 0.520527],
[0.171392, 0.521263],
[0.173049, 0.523380],
[0.182529, 0.517857],
[0.170195, 0.522367],
[0.155376, 0.519882],
[0.170011, 0.517029],
[0.164488, 0.518317],
[0.165133, 0.521631],
[0.165685, 0.532585],
[0.173509, 0.520987],
[0.172312, 0.515556],
[0.176270, 0.515924],
[0.174429, 0.519146],
[0.162831, 0.520158],
[0.167434, 0.528719],
[0.169643, 0.524485],
[0.186211, 0.509665],
[0.180781, 0.512518],
[0.187960, 0.511966],
[0.184278, 0.512242],
[0.155007, 0.516937],
[0.153074, 0.515280],
[0.159057, 0.517765],
[0.164672, 0.513531],
[0.186303, 0.521171],
[0.167618, 0.523196],
[0.165501, 0.524392],
[0.174890, 0.522091],
[0.180689, 0.526325],
[0.159610, 0.521355],
[0.171760, 0.515832],
[0.190814, 0.521355],
[0.208027, 0.522459],
[0.190169, 0.520895],
[0.188328, 0.515648],
[0.180781, 0.520803],
[0.181057, 0.517765],
[0.183082, 0.522275],
[0.165409, 0.518501],
[0.168814, 0.522920],
[0.183450, 0.523288],
[0.183634, 0.532216],
[0.178571, 0.535070],
[0.183910, 0.535714],
[0.197625, 0.536727],
[0.179860, 0.530007],
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[0.168170, 0.518409],
[0.160438, 0.520434],
[0.154271, 0.517949],
[0.152430, 0.521631],
[0.162187, 0.527154],
[0.157953, 0.524485],
[0.160530, 0.524669],
[0.173325, 0.527338],
[0.179768, 0.525129],
[0.191090, 0.519330],
[0.189433, 0.515464],
[0.180781, 0.511414],
[0.189985, 0.519054],
[0.175626, 0.517029],
[0.171208, 0.515464],
[0.163752, 0.512150],
[0.174245, 0.513623],
[0.183174, 0.525129],
[0.179952, 0.528074],
[0.171484, 0.515924],
[0.171208, 0.516200],
[0.177283, 0.516476],
[0.169919, 0.522275],
[0.170103, 0.517397],
[0.178111, 0.516845],
[0.178203, 0.520342],
[0.183174, 0.521355],
[0.184278, 0.515556],
[0.183082, 0.513255],
[0.179032, 0.517305],
[0.187040, 0.509573],
[0.191366, 0.514267],
[0.182069, 0.518133],
[0.174521, 0.510493],
[0.162463, 0.513899],
[0.171024, 0.517029],
[0.167710, 0.517581],
[0.163844, 0.512979],
[0.175442, 0.517397],
[0.189985, 0.515648],
[0.182714, 0.516200],
[0.171484, 0.511690],
[0.163476, 0.511138],
[0.180228, 0.507916],
[0.188420, 0.523748],
[0.166973, 0.518133],
[0.167250, 0.520803],
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[0.192102, 0.526694],
[0.177835, 0.528351],
[0.182622, 0.530560],
[0.171208, 0.531388],
[0.190814, 0.528166],
[0.199558, 0.526694],
[0.186856, 0.519330],
[0.189341, 0.517765],
[0.193943, 0.528074],
[0.185291, 0.530468],
[0.181701, 0.525957],
[0.172036, 0.522736],
[0.176823, 0.534518],
[0.184002, 0.533689],
[0.181793, 0.531940],
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[0.174337, 0.535254],
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[0.181885, 0.527706],
[0.179768, 0.522920],
[0.177191, 0.524577],
[0.176730, 0.519422],
[0.171024, 0.519882],
[0.168262, 0.524945],
[0.171668, 0.515924],
[0.182161, 0.515556],
[0.176915, 0.512610],
[0.175718, 0.518409],
[0.178111, 0.524392],
[0.185751, 0.520527],
[0.181977, 0.521263],
[0.178111, 0.524392],
[0.171576, 0.518686],
[0.171208, 0.520803],
[0.180873, 0.520895],
[0.177467, 0.515464],
[0.156296, 0.513255],
[0.158689, 0.516661],
[0.170379, 0.517489],
[0.174245, 0.511966],
[0.156664, 0.516292],
[0.155099, 0.516753],
[0.159794, 0.521539],
[0.191734, 0.529639],
[0.192010, 0.529731],
[0.176730, 0.521631],
[0.165133, 0.523564],
[0.169459, 0.525405],
[0.173969, 0.527430],
[0.175350, 0.519698],
[0.165133, 0.521355],
[0.167434, 0.526694],
[0.179032, 0.525405],
[0.193483, 0.521723],
[0.185199, 0.525589],
[0.181517, 0.524853],
[0.167618, 0.520895],
[0.183358, 0.522644],
[0.177099, 0.521907],
[0.171760, 0.514175],
[0.177651, 0.510217],
[0.177835, 0.514635],
[0.186119, 0.516200],
[0.181425, 0.518409],
[0.163568, 0.517673],
[0.157309, 0.519146],
[0.170932, 0.524116],
[0.180689, 0.530468],
[0.174153, 0.524300],
[0.170195, 0.525865],
[0.175810, 0.523472],
[0.167986, 0.523288],
[0.182990, 0.522552],
[0.192194, 0.522367],
[0.174982, 0.519882],
[0.154179, 0.513163],
[0.155928, 0.509481],
[0.175166, 0.517397],
[0.193207, 0.508744],
[0.176454, 0.514728],
[0.154271, 0.514728],
[0.149208, 0.514359],
[0.172128, 0.521171],
[0.185107, 0.516661],
[0.168078, 0.518225],
[0.157032, 0.519882],
[0.156664, 0.518225],
[0.162003, 0.519514],
[0.152706, 0.524024],
[0.151878, 0.518409],
[0.152062, 0.516661],
[0.142213, 0.517305],
[0.145711, 0.512242],
[0.151418, 0.517581],
[0.136046, 0.520987],
[0.127209, 0.513991],
[0.132732, 0.516568],
[0.144974, 0.515096],
[0.135217, 0.516108],
[0.134113, 0.511230],
[0.136322, 0.515096],
[0.151786, 0.510770],
[0.155099, 0.509941],
[0.145527, 0.509757],
[0.145803, 0.513623],
[0.147275, 0.518317],
[0.140004, 0.516568],
[0.144146, 0.515648],
[0.147459, 0.506719],
[0.150221, 0.508468],
[0.159149, 0.508744],
[0.168170, 0.516845],
[0.168262, 0.514912],
[0.163476, 0.513347],
[0.167710, 0.511046],
[0.156756, 0.508468],
[0.158781, 0.512610],
[0.173969, 0.510217],
[0.169643, 0.510954],
[0.168170, 0.509941],
[0.163108, 0.509389],
[0.170747, 0.509021],
[0.170103, 0.508560],
[0.172496, 0.514912],
[0.173049, 0.510493],
[0.167066, 0.510401],
[0.163844, 0.510862],
[0.175534, 0.515004],
[0.168354, 0.512334],
[0.156388, 0.506627],
[0.157216, 0.503774],
[0.150957, 0.509941],
[0.149208, 0.509757],
[0.141476, 0.513347],
[0.133008, 0.509021],
[0.148288, 0.503130],
[0.148012, 0.501381],
[0.167802, 0.510033],
[0.168538, 0.509113],
[0.173785, 0.509205],
[0.158781, 0.514359],
[0.166881, 0.515464],
[0.170195, 0.514083],
[0.172128, 0.513439],
[0.161543, 0.513163],
[0.145434, 0.509573],
[0.151049, 0.511230],
[0.162463, 0.512058],
[0.180504, 0.511414],
[0.165501, 0.513623],
[0.166053, 0.509297],
[0.170747, 0.512426],
[0.181701, 0.517213],
[0.180504, 0.519146],
[0.173785, 0.509849],
[0.176086, 0.519698],
[0.165961, 0.515004],
[0.155744, 0.522367],
[0.154823, 0.521079],
[0.165317, 0.521815],
[0.157401, 0.519238],
[0.160530, 0.516753],
[0.164488, 0.520434],
[0.158965, 0.522367],
[0.165317, 0.522644],
[0.174429, 0.520619],
[0.168354, 0.519882],
[0.158597, 0.517673],
[0.165133, 0.518870],
[0.172404, 0.511690],
[0.178940, 0.518501],
[0.185107, 0.515464],
[0.176454, 0.518133],
[0.164580, 0.512979],
[0.157216, 0.513163],
[0.163200, 0.510954],
]

rf_evo_gru_7 = [
    [0.003498, 0.001105],
[0.006443, 0.011966],
[0.010033, 0.020895],
[0.012703, 0.026694],
[0.021355, 0.044919],
[0.028719, 0.060567],
[0.039028, 0.068207],
[0.042250, 0.081186],
[0.044643, 0.091771],
[0.043170, 0.097754],
[0.047036, 0.110733],
[0.044919, 0.134021],
[0.053387, 0.155652],
[0.052927, 0.163015],
[0.057437, 0.168722],
[0.050534, 0.165961],
[0.052099, 0.164764],
[0.055596, 0.178111],
[0.055412, 0.178203],
[0.063513, 0.183358],
[0.057622, 0.188789],
[0.064249, 0.198177],
[0.066182, 0.199834],
[0.062132, 0.193391],
[0.065446, 0.197717],
[0.069680, 0.201675],
[0.066918, 0.202964],
[0.067286, 0.204897],
[0.064985, 0.203792],
[0.063236, 0.202872],
[0.064801, 0.212721],
[0.069864, 0.209775],
[0.073362, 0.214102],
[0.082014, 0.222110],
[0.079897, 0.227817],
[0.080909, 0.223582],
[0.079621, 0.223490],
[0.082014, 0.220085],
[0.084499, 0.222754],
[0.086432, 0.229473],
[0.095361, 0.236101],
[0.091955, 0.235457],
[0.091219, 0.238034],
[0.093428, 0.234076],
[0.097662, 0.241716],
[0.098582, 0.249724],
[0.102909, 0.255247],
[0.104934, 0.257640],
[0.108524, 0.256167],
[0.112850, 0.262334],
[0.113862, 0.263715],
[0.113862, 0.271815],
[0.120029, 0.272091],
[0.114691, 0.270434],
[0.112758, 0.261874],
[0.113770, 0.271539],
[0.117084, 0.279455],
[0.115703, 0.285898],
[0.113310, 0.290869],
[0.120766, 0.296760],
[0.121502, 0.299061],
[0.114967, 0.296852],
[0.126933, 0.304308],
[0.135585, 0.313697],
[0.138255, 0.309554],
[0.132640, 0.318575],
[0.137979, 0.323085],
[0.136506, 0.327596],
[0.143870, 0.337353],
[0.145527, 0.336432],
[0.150313, 0.341219],
[0.154455, 0.351436],
[0.149761, 0.352541],
[0.148196, 0.354658],
[0.155191, 0.361285],
[0.151510, 0.364138],
[0.166329, 0.373619],
[0.166513, 0.372975],
[0.163292, 0.380707],
[0.149577, 0.367544],
[0.157493, 0.379326],
[0.153351, 0.372423],
[0.162831, 0.380983],
[0.172957, 0.389359],
[0.167802, 0.387242],
[0.176638, 0.398472],
[0.163108, 0.385585],
[0.162555, 0.403166],
[0.164672, 0.409518],
[0.178571, 0.421668],
[0.183266, 0.415869],
[0.177467, 0.410438],
[0.179308, 0.404823],
[0.170747, 0.400773],
[0.180228, 0.409057],
[0.185199, 0.420195],
[0.184739, 0.424429],
[0.189525, 0.423417],
[0.197533, 0.432898],
[0.197073, 0.434370],
[0.183358, 0.437224],
[0.189065, 0.430504],
[0.185843, 0.433542],
[0.189525, 0.430320],
[0.193391, 0.425810],
[0.186856, 0.429124],
[0.197165, 0.443023],
[0.188881, 0.439157],
[0.197257, 0.440077],
[0.199006, 0.438605],
[0.200479, 0.440077],
[0.204713, 0.450387],
[0.215574, 0.456186],
[0.223582, 0.454161],
[0.219348, 0.458027],
[0.215758, 0.451307],
[0.210696, 0.445784],
[0.203700, 0.448730],
[0.212721, 0.454805],
[0.220177, 0.463549],
[0.216495, 0.453976],
[0.213641, 0.464286],
[0.204713, 0.467599],
[0.202135, 0.469072],
[0.194864, 0.465851],
[0.196337, 0.466495],
[0.214010, 0.470085],
[0.210328, 0.459867],
[0.204068, 0.459591],
[0.193759, 0.454529],
[0.207290, 0.471465],
[0.205449, 0.472846],
[0.196797, 0.468888],
[0.210880, 0.471465],
[0.201767, 0.475423],
[0.214838, 0.474319],
[0.225239, 0.465666],
[0.224043, 0.463918],
[0.214378, 0.459223],
[0.207658, 0.461708],
[0.207290, 0.463549],
[0.209407, 0.458395],
[0.220453, 0.457014],
[0.221281, 0.464286],
[0.223490, 0.467599],
[0.221465, 0.473398],
[0.221649, 0.475423],
[0.206186, 0.470545],
[0.210696, 0.466587],
[0.218796, 0.466863],
[0.217968, 0.475515],
[0.216127, 0.473582],
[0.205541, 0.470821],
[0.212353, 0.468980],
[0.214562, 0.464010],
[0.210512, 0.463181],
[0.210144, 0.471742],
[0.207934, 0.479658],
[0.192378, 0.469072],
[0.208303, 0.475055],
[0.208395, 0.472386],
[0.197441, 0.471097],
[0.192102, 0.476160],
[0.195600, 0.474319],
[0.202228, 0.483155],
[0.208027, 0.478553],
[0.205081, 0.487666],
[0.195232, 0.486377],
[0.175534, 0.478185],
[0.172404, 0.465851],
[0.197625, 0.478829],
[0.210972, 0.481775],
[0.206278, 0.486285],
[0.203516, 0.488126],
[0.203976, 0.487021],
[0.197533, 0.486193],
[0.202780, 0.480670],
[0.199834, 0.489691],
[0.209867, 0.488770],
[0.207934, 0.491624],
[0.214654, 0.491624],
[0.214562, 0.488862],
[0.198270, 0.483708],
[0.211708, 0.482603],
[0.198546, 0.486561],
[0.211985, 0.495950],
[0.204713, 0.488678],
[0.210880, 0.494937],
[0.216955, 0.504142],
[0.211985, 0.497515],
[0.212537, 0.499264],
[0.205909, 0.498711],
[0.205633, 0.500184],
[0.198177, 0.503314],
[0.211248, 0.505707],
[0.216127, 0.505891],
[0.221097, 0.500644],
[0.204437, 0.498527],
[0.204345, 0.496962],
[0.208303, 0.500000],
[0.213457, 0.501289],
[0.222938, 0.496962],
[0.213181, 0.497607],
[0.215574, 0.489046],
[0.230210, 0.492728],
[0.223398, 0.495858],
[0.219993, 0.495766],
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[0.212537, 0.497423],
[0.216311, 0.502209],
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[0.226344, 0.502209],
[0.210236, 0.506443],
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[0.218060, 0.505339],
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[0.168170, 0.559647],
[0.173233, 0.563052],
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[0.156480, 0.556701],
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[0.151786, 0.583947],
[0.137426, 0.574374],
[0.132640, 0.570968],
[0.131904, 0.571613],
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[0.130707, 0.581830],
[0.141661, 0.580449],
[0.134021, 0.584131],
[0.132180, 0.586156],
[0.135677, 0.576859],
[0.138071, 0.579713],
[0.151233, 0.578240],
[0.147736, 0.582198],
[0.141476, 0.579529],
[0.137334, 0.575847],
[0.155099, 0.578332],
[0.142765, 0.574282],
[0.140372, 0.576215],
[0.142213, 0.582106],
[0.158873, 0.578792],
[0.140464, 0.580541],
[0.137426, 0.574742],
[0.123159, 0.563420],
[0.130799, 0.562316],
[0.125460, 0.560015],
[0.130707, 0.562960],
[0.119845, 0.565722],
[0.139543, 0.568667],
[0.135493, 0.569311],
[0.127946, 0.570876],
[0.141845, 0.573822],
[0.149577, 0.576675],
[0.134941, 0.577964],
[0.149024, 0.574834],
[0.159057, 0.582014],
[0.150405, 0.581922],
[0.151049, 0.581830],
[0.136138, 0.584959],
[0.128130, 0.582842],
[0.135125, 0.574834],
[0.125000, 0.584315],
[0.115151, 0.578516],
[0.135033, 0.575110],
[0.133652, 0.572441],
[0.132640, 0.568851],
[0.141661, 0.567102],
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[0.149761, 0.576123],
[0.140648, 0.572717],
[0.142029, 0.571337],
[0.144054, 0.574374],
[0.149669, 0.579621],
[0.134665, 0.577135],
[0.145619, 0.576491],
[0.133560, 0.574098],
[0.132824, 0.580817],
[0.136966, 0.578148],
[0.139635, 0.574742],
[0.141108, 0.582750],
[0.131443, 0.581554],
[0.133468, 0.578976],
[0.135585, 0.573546],
[0.131719, 0.572717],
[0.138531, 0.567378],
[0.140924, 0.570784],
[0.138531, 0.569588],
[0.133468, 0.571337],
[0.136230, 0.570048],
[0.127117, 0.570508],
[0.126749, 0.578976],
[0.142397, 0.576031],
[0.134941, 0.572717],
[0.127669, 0.565538],
[0.127025, 0.561764],
[0.132548, 0.563605],
[0.133284, 0.568115],
[0.132272, 0.569956],
[0.139635, 0.573270],
[0.135493, 0.572809],
[0.123803, 0.563144],
[0.130247, 0.567471],
[0.137058, 0.570968],
[0.127853, 0.564985],
[0.126933, 0.569588],
[0.115243, 0.570876],
]

rf_evo = rf_evo_gru_0

rf_evo = np.array(rf_evo)
reward_evo = rf_evo[:,1]
rf_evo = rf_evo[:,0]
linear_cmp = np.linspace(0, 1, len(reward_evo))
linear_cmp = np.cos(np.linspace(-np.pi, 0, len(reward_evo)))
random_cmp = np.random.rand(len(reward_evo))


# # 定义滑动窗口大小
# window = 20
# # 对reward_evo进行滑窗平滑
# reward_evo = np.convolve(reward_evo, np.ones(window)/window, mode='valid')
# # 对rf_evo进行滑窗平滑
# rf_evo = np.convolve(rf_evo, np.ones(window)/window, mode='valid')

reward_evo_norm = (reward_evo - np.min(reward_evo)) / (np.max(reward_evo) - np.min(reward_evo))
reward_evo_norm = reward_evo_norm / np.linalg.norm(reward_evo_norm)
rf_evo_norm = (rf_evo - np.min(rf_evo)) / (np.max(rf_evo) - np.min(rf_evo))
rf_evo_norm = rf_evo_norm / np.linalg.norm(rf_evo_norm)
linear_cmp_norm = (linear_cmp - np.min(linear_cmp)) / (np.max(linear_cmp) - np.min(linear_cmp))
linear_cmp_norm = linear_cmp_norm / np.linalg.norm(linear_cmp_norm)

corr = pearsonr(reward_evo, rf_evo)

# print("corr: ", np.dot(reward_evo_norm, rf_evo_norm))
# print("corr_cmp: ", np.dot(linear_cmp_norm, reward_evo_norm))
# print("corr: ", np.corrcoef(reward_evo, rf_evo))
print("corr: ", pearsonr(reward_evo, rf_evo))
# print("corr_cmp: ", pearsonr(linear_cmp, rf_evo))

# plot reward_evo and rf_evo
plt.figure()
plt.plot(reward_evo)
plt.plot(rf_evo)
# make the tags of two curves
plt.legend(['reward_evo', 'rf_evo'], loc='upper left')
# plt.plot(linear_cmp)
plt.text(len(reward_evo) / 2, 0, f'pearsonr= {corr[0]:.2f}', fontsize=16)
# plt.show()
plt.savefig('./logs/plot.png')


window = 50
# 对reward_evo进行滑窗平滑
reward_evo_conv = np.convolve(reward_evo, np.ones(window)/window, mode='valid')
# 对rf_evo进行滑窗平滑
rf_evo_conv = np.convolve(rf_evo, np.ones(window)/window, mode='valid')
# 计算reward_evo的导数
reward_evo_diff = np.diff(reward_evo_conv)
# 计算rf_evo的导数
rf_evo_diff = np.diff(rf_evo_conv)

evo_diff = 100*(reward_evo_diff - rf_evo_diff)

plt.figure()
plt.plot(reward_evo)
plt.plot(rf_evo)
plt.plot(evo_diff)
# make the tags of two curves
plt.legend(['reward_evo', 'rf_evo','evo_diff' ], loc='upper left')
# draw a horizontal line at y=0
plt.axhline(y=0, color='r', linestyle='-')
plt.show()

print(np.mean(evo_diff)/100.0)
